Karner, Clemens; Kazeev, Vladimir; Petersen, Philipp Christian Limitations of neural network training due to numerical instability of backpropagation. (English) Zbl 07811923 Adv. Comput. Math. 50, No. 1, Paper No. 14, 33 p. (2024). MSC: 65G99 68T07 35A18 PDFBibTeX XMLCite \textit{C. Karner} et al., Adv. Comput. Math. 50, No. 1, Paper No. 14, 33 p. (2024; Zbl 07811923) Full Text: DOI arXiv OA License
Chua, Albert; Hirn, Matthew; Little, Anna On generalizations of the nonwindowed scattering transform. (English) Zbl 07796947 Appl. Comput. Harmon. Anal. 68, Article ID 101597, 35 p. (2024). MSC: 42C40 42B10 PDFBibTeX XMLCite \textit{A. Chua} et al., Appl. Comput. Harmon. Anal. 68, Article ID 101597, 35 p. (2024; Zbl 07796947) Full Text: DOI arXiv
Aldirany, Ziad; Cottereau, Régis; Laforest, Marc; Prudhomme, Serge Multi-level neural networks for accurate solutions of boundary-value problems. (English) Zbl 07796688 Comput. Methods Appl. Mech. Eng. 419, Article ID 116666, 23 p. (2024). MSC: 65-XX 68-XX PDFBibTeX XMLCite \textit{Z. Aldirany} et al., Comput. Methods Appl. Mech. Eng. 419, Article ID 116666, 23 p. (2024; Zbl 07796688) Full Text: DOI arXiv
Eliasof, Moshe; Haber, Eldad; Treister, Eran DRIP: deep regularizers for inverse problems. (English) Zbl 07780882 Inverse Probl. 40, No. 1, Article ID 015006, 19 p. (2024). Reviewer: Steven B. Damelin (Ann Arbor) MSC: 65J20 65K10 68T09 68T07 68U10 90C06 PDFBibTeX XMLCite \textit{M. Eliasof} et al., Inverse Probl. 40, No. 1, Article ID 015006, 19 p. (2024; Zbl 07780882) Full Text: DOI arXiv
Bao, Chenglong; Li, Qianxiao; Shen, Zuowei; Tai, Cheng; Wu, Lei; Xiang, Xueshuang Approximation analysis of convolutional neural networks. (English) Zbl 07779658 East Asian J. Appl. Math. 13, No. 3, 524-549 (2023). MSC: 41A63 68T01 PDFBibTeX XMLCite \textit{C. Bao} et al., East Asian J. Appl. Math. 13, No. 3, 524--549 (2023; Zbl 07779658) Full Text: DOI
Ashfaq, Awais; Lingman, Markus; Sensoy, Murat; Nowaczyk, Sławomir DEED: deep evidential doctor. (English) Zbl 07777846 Artif. Intell. 325, Article ID 104019, 27 p. (2023). MSC: 68T07 62P10 92C50 PDFBibTeX XMLCite \textit{A. Ashfaq} et al., Artif. Intell. 325, Article ID 104019, 27 p. (2023; Zbl 07777846) Full Text: DOI
Liu, Ren; Zhang, Xiaoqun Semi-implicit back propagation. (English) Zbl 07776391 J. Nonlinear Var. Anal. 7, No. 4, 581-605 (2023). MSC: 47-XX 46-XX PDFBibTeX XMLCite \textit{R. Liu} and \textit{X. Zhang}, J. Nonlinear Var. Anal. 7, No. 4, 581--605 (2023; Zbl 07776391) Full Text: DOI arXiv
Maqsood, Sarmad; Damaševičius, Robertas Multiclass skin lesion localization and classification using deep learning based features fusion and selection framework for smart healthcare. (English) Zbl 1525.92041 Neural Netw. 160, 238-258 (2023). MSC: 92C55 68T07 PDFBibTeX XMLCite \textit{S. Maqsood} and \textit{R. Damaševičius}, Neural Netw. 160, 238--258 (2023; Zbl 1525.92041) Full Text: DOI
Yu, Weichang; Wade, Sara; Bondell, Howard D.; Azizi, Lamiae Nonstationary Gaussian process discriminant analysis with variable selection for high-dimensional functional data. (English) Zbl 07747460 J. Comput. Graph. Stat. 32, No. 2, 588-600 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{W. Yu} et al., J. Comput. Graph. Stat. 32, No. 2, 588--600 (2023; Zbl 07747460) Full Text: DOI arXiv
Rottmann, Matthias; Maag, Kira; Peyron, Mathis; Gottschalk, Hanno; Krejić, Nataša Detection of iterative adversarial attacks via counter attack. (English) Zbl 07739323 J. Optim. Theory Appl. 198, No. 3, 892-929 (2023). MSC: 68T10 68T07 62H35 PDFBibTeX XMLCite \textit{M. Rottmann} et al., J. Optim. Theory Appl. 198, No. 3, 892--929 (2023; Zbl 07739323) Full Text: DOI arXiv
Sun, Jia; Liu, Yinghua; Wang, Yizheng; Yao, Zhenhan; Zheng, Xiaoping BINN: a deep learning approach for computational mechanics problems based on boundary integral equations. (English) Zbl 07737581 Comput. Methods Appl. Mech. Eng. 410, Article ID 116012, 33 p. (2023). MSC: 65-XX 45-XX PDFBibTeX XMLCite \textit{J. Sun} et al., Comput. Methods Appl. Mech. Eng. 410, Article ID 116012, 33 p. (2023; Zbl 07737581) Full Text: DOI arXiv
Askari, Hossein; Latif, Yasir; Sun, Hongfu MapFlow: latent transition via normalizing flow for unsupervised domain adaptation. (English) Zbl 1518.68288 Mach. Learn. 112, No. 8, 2953-2974 (2023). MSC: 68T05 62H30 68T20 PDFBibTeX XMLCite \textit{H. Askari} et al., Mach. Learn. 112, No. 8, 2953--2974 (2023; Zbl 1518.68288) Full Text: DOI
Zhang, Jinjie; Zhou, Yixuan; Saab, Rayan Post-training quantization for neural networks with provable guarantees. (English) Zbl 07726186 SIAM J. Math. Data Sci. 5, No. 2, 373-399 (2023). MSC: 68T07 68W25 62M45 90C25 68Q25 PDFBibTeX XMLCite \textit{J. Zhang} et al., SIAM J. Math. Data Sci. 5, No. 2, 373--399 (2023; Zbl 07726186) Full Text: DOI arXiv
Zhang, Zhi-Yong; Cai, Sheng-Jie; Zhang, Hui A symmetry group based supervised learning method for solving partial differential equations. (English) Zbl 07725712 Comput. Methods Appl. Mech. Eng. 414, Article ID 116181, 20 p. (2023). MSC: 35-XX 65-XX PDFBibTeX XMLCite \textit{Z.-Y. Zhang} et al., Comput. Methods Appl. Mech. Eng. 414, Article ID 116181, 20 p. (2023; Zbl 07725712) Full Text: DOI
Xie, Yuchen; Ma, Yu; Wang, Yahui Automatic boundary fitting framework of boundary dependent physics-informed neural network solving partial differential equation with complex boundary conditions. (English) Zbl 07725684 Comput. Methods Appl. Mech. Eng. 414, Article ID 116139, 22 p. (2023). MSC: 65-XX 35-XX PDFBibTeX XMLCite \textit{Y. Xie} et al., Comput. Methods Appl. Mech. Eng. 414, Article ID 116139, 22 p. (2023; Zbl 07725684) Full Text: DOI
Avant, Trevor; Morgansen, Kristi A. On the sensitivity of pose estimation neural networks: rotation parameterizations, Lipschitz constants, and provable bounds. (English) Zbl 1520.93094 Automatica 155, Article ID 111112, 11 p. (2023). MSC: 93B27 93B70 PDFBibTeX XMLCite \textit{T. Avant} and \textit{K. A. Morgansen}, Automatica 155, Article ID 111112, 11 p. (2023; Zbl 1520.93094) Full Text: DOI arXiv
Caragea, Andrei; Petersen, Philipp; Voigtlaender, Felix Neural network approximation and estimation of classifiers with classification boundary in a Barron class. (English) Zbl 07720498 Ann. Appl. Probab. 33, No. 4, 3039-3079 (2023). MSC: 68T07 41A25 41A46 42B35 46E15 PDFBibTeX XMLCite \textit{A. Caragea} et al., Ann. Appl. Probab. 33, No. 4, 3039--3079 (2023; Zbl 07720498) Full Text: DOI arXiv Link
Qiu, Changxin; Bendickson, Aaron; Kalyanapu, Joshua; Yan, Jue Accuracy and architecture studies of residual neural network method for ordinary differential equations. (English) Zbl 07698856 J. Sci. Comput. 95, No. 2, Paper No. 50, 31 p. (2023). MSC: 65-XX PDFBibTeX XMLCite \textit{C. Qiu} et al., J. Sci. Comput. 95, No. 2, Paper No. 50, 31 p. (2023; Zbl 07698856) Full Text: DOI arXiv
Ivek, Tomislav; Vlah, Domagoj Reconstruction of incomplete wildfire data using deep generative models. (English) Zbl 07685220 Extremes 26, No. 2, 251-271 (2023). MSC: 62Exx PDFBibTeX XMLCite \textit{T. Ivek} and \textit{D. Vlah}, Extremes 26, No. 2, 251--271 (2023; Zbl 07685220) Full Text: DOI arXiv
Cahill, Jameson; Mixon, Dustin G.; Parshall, Hans Lie PCA: density estimation for symmetric manifolds. (English) Zbl 07681448 Appl. Comput. Harmon. Anal. 65, 279-295 (2023). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{J. Cahill} et al., Appl. Comput. Harmon. Anal. 65, 279--295 (2023; Zbl 07681448) Full Text: DOI arXiv
Grohs, Philipp; Hornung, Fabian; Jentzen, Arnulf; von Wurstemberger, Philippe A proof that artificial neural networks overcome the curse of dimensionality in the numerical approximation of Black-Scholes partial differential equations. (English) Zbl 07679303 Memoirs of the American Mathematical Society 1410. Providence, RI: American Mathematical Society (AMS) (ISBN 978-1-4704-5632-0/pbk; 978-1-4704-7448-5/ebook). v, 93 p. (2023). MSC: 65-02 65D99 35Kxx 60Hxx PDFBibTeX XMLCite \textit{P. Grohs} et al., A proof that artificial neural networks overcome the curse of dimensionality in the numerical approximation of Black-Scholes partial differential equations. Providence, RI: American Mathematical Society (AMS) (2023; Zbl 07679303) Full Text: DOI arXiv
Kontolati, Katiana; Goswami, Somdatta; Shields, Michael D.; Karniadakis, George Em On the influence of over-parameterization in manifold based surrogates and deep neural operators. (English) Zbl 07660362 J. Comput. Phys. 479, Article ID 112008, 18 p. (2023). MSC: 65Cxx 68Txx 60Hxx PDFBibTeX XMLCite \textit{K. Kontolati} et al., J. Comput. Phys. 479, Article ID 112008, 18 p. (2023; Zbl 07660362) Full Text: DOI arXiv
Muñoz, D.; Allix, O.; Chinesta, F.; Ródenas, J. J.; Nadal, E. Manifold learning for coherent design interpolation based on geometrical and topological descriptors. (English) Zbl 07653060 Comput. Methods Appl. Mech. Eng. 405, Article ID 115859, 19 p. (2023). MSC: 68-XX 90-XX PDFBibTeX XMLCite \textit{D. Muñoz} et al., Comput. Methods Appl. Mech. Eng. 405, Article ID 115859, 19 p. (2023; Zbl 07653060) Full Text: DOI
Liu, Yuying; Ponce, Colin; Brunton, Steven L.; Kutz, J. Nathan Multiresolution convolutional autoencoders. (English) Zbl 07640558 J. Comput. Phys. 474, Article ID 111801, 15 p. (2023). MSC: 68Txx 65Nxx 65Mxx PDFBibTeX XMLCite \textit{Y. Liu} et al., J. Comput. Phys. 474, Article ID 111801, 15 p. (2023; Zbl 07640558) Full Text: DOI arXiv
Deng, Xiang; Zhang, Zhongfei Sparsity-control ternary weight networks. (English) Zbl 1521.68181 Neural Netw. 145, 221-232 (2022). MSC: 68T07 62H30 68U10 PDFBibTeX XMLCite \textit{X. Deng} and \textit{Z. Zhang}, Neural Netw. 145, 221--232 (2022; Zbl 1521.68181) Full Text: DOI arXiv
Schoonees, Pieter C.; Groenen, Patrick J. F.; van de Velden, Michel Least-squares bilinear clustering of three-way data. (English) Zbl 07703095 Adv. Data Anal. Classif., ADAC 16, No. 4, 1001-1037 (2022). MSC: 62H30 15A18 PDFBibTeX XMLCite \textit{P. C. Schoonees} et al., Adv. Data Anal. Classif., ADAC 16, No. 4, 1001--1037 (2022; Zbl 07703095) Full Text: DOI
Carruba, V.; Aljbaae, S.; Caritá, G.; Domingos, R. C.; Martins, B. Optimization of artificial neural networks models applied to the identification of images of asteroids’ resonant arguments. (English) Zbl 1510.70036 Celest. Mech. Dyn. Astron. 134, No. 6, Paper No. 59, 21 p. (2022). MSC: 70F15 70-08 92B20 PDFBibTeX XMLCite \textit{V. Carruba} et al., Celest. Mech. Dyn. Astron. 134, No. 6, Paper No. 59, 21 p. (2022; Zbl 1510.70036) Full Text: DOI arXiv
Diehl, Joscha; Ebrahimi-Fard, Kurusch; Tapia, Nikolas Tropical time series, iterated-sums signatures, and quasisymmetric functions. (English) Zbl 1502.62089 SIAM J. Appl. Algebra Geom. 6, No. 4, 563-599 (2022). MSC: 62M10 14T90 16Y60 60L10 PDFBibTeX XMLCite \textit{J. Diehl} et al., SIAM J. Appl. Algebra Geom. 6, No. 4, 563--599 (2022; Zbl 1502.62089) Full Text: DOI arXiv
Favero, Alessandro; Cagnetta, Francesco; Wyart, Matthieu Locality defeats the curse of dimensionality in convolutional teacher-student scenarios. (English) Zbl 07632729 J. Stat. Mech. Theory Exp. 2022, No. 11, Article ID 114012, 40 p. (2022). MSC: 82-XX PDFBibTeX XMLCite \textit{A. Favero} et al., J. Stat. Mech. Theory Exp. 2022, No. 11, Article ID 114012, 40 p. (2022; Zbl 07632729) Full Text: DOI arXiv
Ranftl, Sascha; Rolf-Pissarczyk, Malte; Wolkerstorfer, Gloria; Pepe, Antonio; Egger, Jan; von der Linden, Wolfgang; Holzapfel, Gerhard A. Stochastic modeling of inhomogeneities in the aortic wall and uncertainty quantification using a Bayesian encoder-decoder surrogate. (English) Zbl 1507.74010 Comput. Methods Appl. Mech. Eng. 401, Part B, Article ID 115594, 34 p. (2022). MSC: 74-10 60G60 62F15 74L15 PDFBibTeX XMLCite \textit{S. Ranftl} et al., Comput. Methods Appl. Mech. Eng. 401, Part B, Article ID 115594, 34 p. (2022; Zbl 1507.74010) Full Text: DOI arXiv
Wang, Yuanbo; Ahsan, Unaiza; Li, Hanyan; Hagen, Matthew A comprehensive review of modern object segmentation approaches. (English) Zbl 07613782 Found. Trends Comput. Graph. Vis. 13, No. 2-3, 111-283 (2022). MSC: 68-XX PDFBibTeX XMLCite \textit{Y. Wang} et al., Found. Trends Comput. Graph. Vis. 13, No. 2--3, 111--283 (2022; Zbl 07613782) Full Text: DOI
Li, Jian; Liu, Yong; Wang, Weiping Convolutional spectral kernel learning with generalization guarantees. (English) Zbl 1518.68306 Artif. Intell. 313, Article ID 103803, 23 p. (2022). MSC: 68T05 62H30 68T07 PDFBibTeX XMLCite \textit{J. Li} et al., Artif. Intell. 313, Article ID 103803, 23 p. (2022; Zbl 1518.68306) Full Text: DOI
Chen, Wei; Du, Weitao; Ma, Zhi-Ming; Meng, Qi Power-law dynamic arising from machine learning. (English) Zbl 1497.60086 Chen, Zhen-Qing (ed.) et al., Dirichlet forms and related topics, in honor of Masatoshi Fukushima’s beiju, IWDFRT 2022, Osaka, Japan, August 22–26,2022. Singapore: Springer. Springer Proc. Math. Stat. 394, 333-357 (2022). MSC: 60H15 68T07 PDFBibTeX XMLCite \textit{W. Chen} et al., Springer Proc. Math. Stat. 394, 333--357 (2022; Zbl 1497.60086) Full Text: DOI
Zheng, Taining; Li, Xin Isogeometric topology optimization based on deep learning. (English) Zbl 1501.65008 Commun. Math. Stat. 10, No. 3, 543-564 (2022). MSC: 65D07 65M15 PDFBibTeX XMLCite \textit{T. Zheng} and \textit{X. Li}, Commun. Math. Stat. 10, No. 3, 543--564 (2022; Zbl 1501.65008) Full Text: DOI
Bertsimas, Dimitris; Stellato, Bartolomeo Online mixed-integer optimization in milliseconds. (English) Zbl 07587567 INFORMS J. Comput. 34, No. 4, 2229-2248 (2022). MSC: 90Cxx PDFBibTeX XMLCite \textit{D. Bertsimas} and \textit{B. Stellato}, INFORMS J. Comput. 34, No. 4, 2229--2248 (2022; Zbl 07587567) Full Text: DOI arXiv
Grementieri, Luca; Fioresi, Rita Model-centric data manifold: the data through the eyes of the model. (English) Zbl 1523.68079 SIAM J. Imaging Sci. 15, No. 3, 1140-1156 (2022). MSC: 68T07 53B12 53B20 68T09 PDFBibTeX XMLCite \textit{L. Grementieri} and \textit{R. Fioresi}, SIAM J. Imaging Sci. 15, No. 3, 1140--1156 (2022; Zbl 1523.68079) Full Text: DOI arXiv
González, Mario; Almansa, Andrés; Tan, Pauline Solving inverse problems by joint posterior maximization with autoencoding prior. (English) Zbl 07567489 SIAM J. Imaging Sci. 15, No. 2, 822-859 (2022). MSC: 65D18 65K10 68T05 90C26 90C25 90C30 PDFBibTeX XMLCite \textit{M. González} et al., SIAM J. Imaging Sci. 15, No. 2, 822--859 (2022; Zbl 07567489) Full Text: DOI arXiv
Zhong, Qixian; Mueller, Jonas; Wang, Jane-Ling Deep learning for the partially linear Cox model. (English) Zbl 07547933 Ann. Stat. 50, No. 3, 1348-1375 (2022). MSC: 62N02 62G20 62C20 62G08 PDFBibTeX XMLCite \textit{Q. Zhong} et al., Ann. Stat. 50, No. 3, 1348--1375 (2022; Zbl 07547933) Full Text: DOI
Boob, Digvijay; Dey, Santanu S.; Lan, Guanghui Complexity of training ReLU neural network. (English) Zbl 1506.68088 Discrete Optim. 44, Part 1, Article ID 100620, 16 p. (2022). MSC: 68T05 68Q25 PDFBibTeX XMLCite \textit{D. Boob} et al., Discrete Optim. 44, Part 1, Article ID 100620, 16 p. (2022; Zbl 1506.68088) Full Text: DOI arXiv
Schonsheck, Stefan C.; Dong, Bin; Lai, Rongjie Parallel transport convolution: deformable convolutional networks on manifold-structured data. (English) Zbl 1524.68296 SIAM J. Imaging Sci. 15, No. 1, 367-386 (2022). MSC: 68T05 68T09 68U05 PDFBibTeX XMLCite \textit{S. C. Schonsheck} et al., SIAM J. Imaging Sci. 15, No. 1, 367--386 (2022; Zbl 1524.68296) Full Text: DOI arXiv
Aricioğlu, Burak; Uzun, Süleyman; Kaçar, Sezgin Deep learning based classification of time series of Chen and Rössler chaotic systems over their graphic images. (English) Zbl 1491.68177 Physica D 435, Article ID 133306, 11 p. (2022). MSC: 68T07 37D45 37M10 65P20 PDFBibTeX XMLCite \textit{B. Aricioğlu} et al., Physica D 435, Article ID 133306, 11 p. (2022; Zbl 1491.68177) Full Text: DOI
Bos, Thijs; Schmidt-Hieber, Johannes Convergence rates of deep ReLU networks for multiclass classification. (English) Zbl 1493.62156 Electron. J. Stat. 16, No. 1, 2724-2773 (2022). MSC: 62G05 62H30 68T07 PDFBibTeX XMLCite \textit{T. Bos} and \textit{J. Schmidt-Hieber}, Electron. J. Stat. 16, No. 1, 2724--2773 (2022; Zbl 1493.62156) Full Text: DOI arXiv Link
Guan, Zoe; Parmigiani, Giovanni; Braun, Danielle; Trippa, Lorenzo Prediction of hereditary cancers using neural networks. (English) Zbl 1498.62215 Ann. Appl. Stat. 16, No. 1, 495-520 (2022). MSC: 62P10 68T07 PDFBibTeX XMLCite \textit{Z. Guan} et al., Ann. Appl. Stat. 16, No. 1, 495--520 (2022; Zbl 1498.62215) Full Text: DOI arXiv
Li, Haoya; Ying, Lexing A semigroup method for high dimensional elliptic PDEs and eigenvalue problems based on neural networks. (English) Zbl 07517713 J. Comput. Phys. 453, Article ID 110939, 15 p. (2022). MSC: 35Qxx 60Hxx 68Txx PDFBibTeX XMLCite \textit{H. Li} and \textit{L. Ying}, J. Comput. Phys. 453, Article ID 110939, 15 p. (2022; Zbl 07517713) Full Text: DOI arXiv
Cai, HanQin; McKenzie, Daniel; Yin, Wotao; Zhang, Zhenliang Zeroth-order regularized optimization (ZORO): approximately sparse gradients and adaptive sampling. (English) Zbl 1491.90184 SIAM J. Optim. 32, No. 2, 687-714 (2022). MSC: 90C56 65K05 68T05 68Q25 PDFBibTeX XMLCite \textit{H. Cai} et al., SIAM J. Optim. 32, No. 2, 687--714 (2022; Zbl 1491.90184) Full Text: DOI arXiv
Lafabregue, Baptiste; Weber, Jonathan; Gançarski, Pierre; Forestier, Germain End-to-end deep representation learning for time series clustering: a comparative study. (English) Zbl 1494.68242 Data Min. Knowl. Discov. 36, No. 1, 29-81 (2022). MSC: 68T07 62H30 62M10 PDFBibTeX XMLCite \textit{B. Lafabregue} et al., Data Min. Knowl. Discov. 36, No. 1, 29--81 (2022; Zbl 1494.68242) Full Text: DOI HAL
Wang, Ke; Thrampoulidis, Christos Binary classification of Gaussian mixtures: abundance of support vectors, benign overfitting, and regularization. (English) Zbl 1493.62402 SIAM J. Math. Data Sci. 4, No. 1, 260-284 (2022). MSC: 62H30 68T10 PDFBibTeX XMLCite \textit{K. Wang} and \textit{C. Thrampoulidis}, SIAM J. Math. Data Sci. 4, No. 1, 260--284 (2022; Zbl 1493.62402) Full Text: DOI arXiv
Gribonval, Rémi; Kutyniok, Gitta; Nielsen, Morten; Voigtlaender, Felix Approximation spaces of deep neural networks. (English) Zbl 1491.82017 Constr. Approx. 55, No. 1, 259-367 (2022). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 82C32 41A65 68T05 41A46 42C40 PDFBibTeX XMLCite \textit{R. Gribonval} et al., Constr. Approx. 55, No. 1, 259--367 (2022; Zbl 1491.82017) Full Text: DOI arXiv
Marco-Detchart, Cedric; Lucca, Giancarlo; Lopez-Molina, Carlos; De Miguel, Laura; Dimuro, Graçaliz Pereira; Bustince, Humberto Neuro-inspired edge feature fusion using Choquet integrals. (English) Zbl 07791405 Inf. Sci. 581, 740-754 (2021). MSC: 68U10 94A08 65D18 65D10 PDFBibTeX XMLCite \textit{C. Marco-Detchart} et al., Inf. Sci. 581, 740--754 (2021; Zbl 07791405) Full Text: DOI arXiv
Gu, Xiaowei; Li, Miqing A multi-granularity locally optimal prototype-based approach for classification. (English) Zbl 07768916 Inf. Sci. 569, 157-183 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{X. Gu} and \textit{M. Li}, Inf. Sci. 569, 157--183 (2021; Zbl 07768916) Full Text: DOI
Guo, Shunxin; Zhao, Hong; Yang, Wenyuan Hierarchical feature selection with multi-granularity clustering structure. (English) Zbl 1527.68176 Inf. Sci. 568, 448-462 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{S. Guo} et al., Inf. Sci. 568, 448--462 (2021; Zbl 1527.68176) Full Text: DOI
Hu, Weibo; Chen, Chuan; Ye, Fanghua; Zheng, Zibin; Du, Yunfei Learning deep discriminative representations with pseudo supervision for image clustering. (English) Zbl 1527.68182 Inf. Sci. 568, 199-215 (2021). MSC: 68T05 62H30 62H35 68T45 PDFBibTeX XMLCite \textit{W. Hu} et al., Inf. Sci. 568, 199--215 (2021; Zbl 1527.68182) Full Text: DOI
Mao, Tong; Shi, Zhongjie; Zhou, Ding-Xuan Theory of deep convolutional neural networks. III: Approximating radial functions. (English) Zbl 1521.68193 Neural Netw. 144, 778-790 (2021). MSC: 68T07 41A25 PDFBibTeX XMLCite \textit{T. Mao} et al., Neural Netw. 144, 778--790 (2021; Zbl 1521.68193) Full Text: DOI arXiv
Schilling, Achim; Maier, Andreas; Gerum, Richard; Metzner, Claus; Krauss, Patrick Quantifying the separability of data classes in neural networks. (English) Zbl 1521.68155 Neural Netw. 139, 278-293 (2021). MSC: 68T05 92B20 92C20 PDFBibTeX XMLCite \textit{A. Schilling} et al., Neural Netw. 139, 278--293 (2021; Zbl 1521.68155) Full Text: DOI
Papagiannopoulos, Alexis; Clausen, Pascal; Avellan, François How to teach neural networks to mesh: application on 2-D simplicial contours. (English) Zbl 1521.68151 Neural Netw. 136, 152-179 (2021). MSC: 68T05 65D18 PDFBibTeX XMLCite \textit{A. Papagiannopoulos} et al., Neural Netw. 136, 152--179 (2021; Zbl 1521.68151) Full Text: DOI
Lim, Lek-Heng Tensors in computations. (English) Zbl 1512.65079 Acta Numerica 30, 555-764 (2021). MSC: 65F99 15A69 65-02 PDFBibTeX XMLCite \textit{L.-H. Lim}, Acta Numerica 30, 555--764 (2021; Zbl 1512.65079) Full Text: DOI arXiv
Mahon, Louis; Lukasiewicz, Thomas Selective pseudo-label clustering. (English) Zbl 1519.68227 Edelkamp, Stefan (ed.) et al., KI 2021: advances in artificial intelligence. 44th German conference on AI, virtual event, September 27 – October 1, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12873, 158-178 (2021). MSC: 68T07 62H30 PDFBibTeX XMLCite \textit{L. Mahon} and \textit{T. Lukasiewicz}, Lect. Notes Comput. Sci. 12873, 158--178 (2021; Zbl 1519.68227) Full Text: DOI arXiv
Amerini, Irene; Anagnostopoulos, Aris; Maiano, Luca; Celsi, Lorenzo Ricciardi Deep learning for multimedia forensics. (English) Zbl 1515.68275 Found. Trends Comput. Graph. Vis. 12, No. 4, 309-457 (2021). MSC: 68T07 68P30 68U10 PDFBibTeX XMLCite \textit{I. Amerini} et al., Found. Trends Comput. Graph. Vis. 12, No. 4, 309--457 (2021; Zbl 1515.68275) Full Text: DOI
Hyde, David A. B.; Bao, Michael; Fedkiw, Ronald On obtaining sparse semantic solutions for inverse problems, control, and neural network training. (English) Zbl 07515412 J. Comput. Phys. 443, Article ID 110498, 29 p. (2021). MSC: 90Cxx 68Txx 65Kxx PDFBibTeX XMLCite \textit{D. A. B. Hyde} et al., J. Comput. Phys. 443, Article ID 110498, 29 p. (2021; Zbl 07515412) Full Text: DOI
Ghaffarian, Seyed Mohammad; Shahriari, Hamid Reza Neural software vulnerability analysis using rich intermediate graph representations of programs. (English) Zbl 1483.68078 Inf. Sci. 553, 189-207 (2021). MSC: 68N30 68R10 68T05 PDFBibTeX XMLCite \textit{S. M. Ghaffarian} and \textit{H. R. Shahriari}, Inf. Sci. 553, 189--207 (2021; Zbl 1483.68078) Full Text: DOI
Hussain, Khaled F.; Bassyouni, Mohamed Yousef; Gelenbe, Erol Accurate, energy-efficient classification with spiking random neural network. (English) Zbl 1484.62076 Probab. Eng. Inf. Sci. 35, No. 1, 51-61 (2021). MSC: 62H30 62M45 68T07 PDFBibTeX XMLCite \textit{K. F. Hussain} et al., Probab. Eng. Inf. Sci. 35, No. 1, 51--61 (2021; Zbl 1484.62076) Full Text: DOI arXiv
Zain, Zuhaira M.; Alturki, Nazik M. COVID-19 pandemic forecasting using CNN-LSTM: a hybrid approach. (English) Zbl 1486.92302 J. Control Sci. Eng. 2021, Article ID 8785636, 23 p. (2021). MSC: 92D30 62P10 62M20 PDFBibTeX XMLCite \textit{Z. M. Zain} and \textit{N. M. Alturki}, J. Control Sci. Eng. 2021, Article ID 8785636, 23 p. (2021; Zbl 1486.92302) Full Text: DOI
Kusy, Maciej; Zajdel, Roman A weighted wrapper approach to feature selection. (English) Zbl 07490730 Int. J. Appl. Math. Comput. Sci. 31, No. 4, 685-696 (2021). MSC: 62Hxx 68Txx 94Axx PDFBibTeX XMLCite \textit{M. Kusy} and \textit{R. Zajdel}, Int. J. Appl. Math. Comput. Sci. 31, No. 4, 685--696 (2021; Zbl 07490730) Full Text: DOI
Carmichael, Iain; Calhoun, Benjamin C.; Hoadley, Katherine A.; Troester, Melissa A.; Geradts, Joseph; Couture, Heather D.; Olsson, Linnea; Perou, Charles M.; Niethammer, Marc; Hannig, Jan; Marron, J. S. Joint and individual analysis of breast cancer histologic images and genomic covariates. (English) Zbl 1498.62197 Ann. Appl. Stat. 15, No. 4, 1697-1722 (2021). MSC: 62P10 62H25 68T07 PDFBibTeX XMLCite \textit{I. Carmichael} et al., Ann. Appl. Stat. 15, No. 4, 1697--1722 (2021; Zbl 1498.62197) Full Text: DOI arXiv
Giunchiglia, Eleonora; Lukasiewicz, Thomas Multi-label classification neural networks with hard logical constraints. (English) Zbl 1522.68454 J. Artif. Intell. Res. (JAIR) 72, 759-818 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{E. Giunchiglia} and \textit{T. Lukasiewicz}, J. Artif. Intell. Res. (JAIR) 72, 759--818 (2021; Zbl 1522.68454) Full Text: DOI arXiv
Berlyand, Leonid; Jabin, Pierre-Emmanuel; Safsten, C. Alex Stability for the training of deep neural networks and other classifiers. (English) Zbl 1524.68308 Math. Models Methods Appl. Sci. 31, No. 11, 2345-2390 (2021). MSC: 68T07 62H30 PDFBibTeX XMLCite \textit{L. Berlyand} et al., Math. Models Methods Appl. Sci. 31, No. 11, 2345--2390 (2021; Zbl 1524.68308) Full Text: DOI arXiv
Ness, Linda Fitting small piece-wise linear neural network models to interpolate data sets. (English) Zbl 07464598 Demir, Ilke (ed.) et al., Advances in data science. Selected papers based on the presentations at the 2nd women in data science and mathematics workshop, WiSDM, Providence, Rhode Island, USA, July 29 – August 2, 2019, and the 3rd women in shape, WiSh workshop, Trier, Germany, July 16–20, 2018. Cham: Springer. Assoc. Women Math. Ser. 26, 137-179 (2021). MSC: 68Txx 62H30 62H35 94A08 PDFBibTeX XMLCite \textit{L. Ness}, Assoc. Women Math. Ser. 26, 137--179 (2021; Zbl 07464598) Full Text: DOI
Fondevilla, Amélie; Morin, Géraldine; Leonard, Kathryn Towards learning geometric shape parts. (English) Zbl 07464596 Demir, Ilke (ed.) et al., Advances in data science. Selected papers based on the presentations at the 2nd women in data science and mathematics workshop, WiSDM, Providence, Rhode Island, USA, July 29 – August 2, 2019, and the 3rd women in shape, WiSh workshop, Trier, Germany, July 16–20, 2018. Cham: Springer. Assoc. Women Math. Ser. 26, 95-111 (2021). MSC: 68Txx 62H30 62H35 94A08 PDFBibTeX XMLCite \textit{A. Fondevilla} et al., Assoc. Women Math. Ser. 26, 95--111 (2021; Zbl 07464596) Full Text: DOI
Ghadai, Sambit; Lee, Xian Yeow; Balu, Aditya; Sarkar, Soumik; Krishnamurthy, Adarsh Multi-resolution 3D CNN for learning multi-scale spatial features in CAD models. (English) Zbl 1480.65055 Comput. Aided Geom. Des. 91, Article ID 102038, 13 p. (2021). MSC: 65D18 68T07 PDFBibTeX XMLCite \textit{S. Ghadai} et al., Comput. Aided Geom. Des. 91, Article ID 102038, 13 p. (2021; Zbl 1480.65055) Full Text: DOI
Ye, Han-Jia; Hu, Hexiang; Zhan, De-Chuan Learning adaptive classifiers synthesis for generalized few-shot learning. (English) Zbl 1483.68451 Int. J. Comput. Vis. 129, No. 6, 1930-1953 (2021). MSC: 68T45 62H30 68T05 PDFBibTeX XMLCite \textit{H.-J. Ye} et al., Int. J. Comput. Vis. 129, No. 6, 1930--1953 (2021; Zbl 1483.68451) Full Text: DOI arXiv
Han, Chao; Lei, Yu; Xie, Yu; Zhou, Deyun; Gong, Maoguo Learning smooth representations with generalized softmax for unsupervised domain adaptation. (English) Zbl 1475.62188 Inf. Sci. 544, 415-426 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{C. Han} et al., Inf. Sci. 544, 415--426 (2021; Zbl 1475.62188) Full Text: DOI
Liang, Senwei; Khoo, Yuehaw; Yang, Haizhao Drop-activation: implicit parameter reduction and harmonious regularization. (English) Zbl 1477.68280 Commun. Appl. Math. Comput. 3, No. 2, 293-311 (2021). MSC: 68T07 62H30 62H35 68U10 PDFBibTeX XMLCite \textit{S. Liang} et al., Commun. Appl. Math. Comput. 3, No. 2, 293--311 (2021; Zbl 1477.68280) Full Text: DOI arXiv
Gossmann, Alexej; Pezeshk, Aria; Wang, Yu-Ping; Sahiner, Berkman Test data reuse for the evaluation of continuously evolving classification algorithms using the area under the receiver operating characteristic curve. (English) Zbl 07394787 SIAM J. Math. Data Sci. 3, No. 2, 692-714 (2021). MSC: 68T05 62-07 62P10 PDFBibTeX XMLCite \textit{A. Gossmann} et al., SIAM J. Math. Data Sci. 3, No. 2, 692--714 (2021; Zbl 07394787) Full Text: DOI
Long, Ziang; Yin, Penghang; Xin, Jack Learning quantized neural nets by coarse gradient method for nonlinear classification. (English) Zbl 1476.90263 Res. Math. Sci. 8, No. 3, Paper No. 48, 19 p. (2021). MSC: 90C26 68W40 PDFBibTeX XMLCite \textit{Z. Long} et al., Res. Math. Sci. 8, No. 3, Paper No. 48, 19 p. (2021; Zbl 1476.90263) Full Text: DOI arXiv
Park, Seonho; Rysz, Maciej; Fair, Kaitlin L.; Pardalos, Panos M. Synthetic-aperture radar image based positioning in GPS-denied environments using deep cosine similarity neural networks. (English) Zbl 07383663 Inverse Probl. Imaging 15, No. 4, 763-785 (2021). MSC: 68T07 68U10 65D18 PDFBibTeX XMLCite \textit{S. Park} et al., Inverse Probl. Imaging 15, No. 4, 763--785 (2021; Zbl 07383663) Full Text: DOI
Celledoni, Elena; Ehrhardt, Matthias J.; Etmann, Christian; Owren, Brynjulf; Schönlieb, Carola-Bibiane; Sherry, Ferdia Equivariant neural networks for inverse problems. (English) Zbl 07381882 Inverse Probl. 37, No. 8, Article ID 085006, 26 p. (2021). MSC: 68T07 94A08 49Nxx 65Jxx PDFBibTeX XMLCite \textit{E. Celledoni} et al., Inverse Probl. 37, No. 8, Article ID 085006, 26 p. (2021; Zbl 07381882) Full Text: DOI arXiv
Xiang, Zhen; Miller, David J.; Wang, Hang; Kesidis, George Detecting scene-plausible perceptible backdoors in trained DNNs without access to the training set. (English) Zbl 1520.68161 Neural Comput. 33, No. 5, 1329-1371 (2021). MSC: 68T05 68T09 PDFBibTeX XMLCite \textit{Z. Xiang} et al., Neural Comput. 33, No. 5, 1329--1371 (2021; Zbl 1520.68161) Full Text: DOI
Singh, Rishabh; Principe, Jose C. Toward a kernel-based uncertainty decomposition framework for data and models. (English) Zbl 1470.62193 Neural Comput. 33, No. 5, 1164-1198 (2021). MSC: 62R40 46E22 PDFBibTeX XMLCite \textit{R. Singh} and \textit{J. C. Principe}, Neural Comput. 33, No. 5, 1164--1198 (2021; Zbl 1470.62193) Full Text: DOI arXiv
Adcock, Ben; Dexter, Nick The gap between theory and practice in function approximation with deep neural networks. (English) Zbl 1483.65028 SIAM J. Math. Data Sci. 3, No. 2, 624-655 (2021). MSC: 65D15 41A25 41A46 42C05 65D05 65Y20 94A20 68T07 PDFBibTeX XMLCite \textit{B. Adcock} and \textit{N. Dexter}, SIAM J. Math. Data Sci. 3, No. 2, 624--655 (2021; Zbl 1483.65028) Full Text: DOI arXiv
Effland, Alexander; Kobler, Erich; Pock, Thomas; Rajković, Marko; Rumpf, Martin Image morphing in deep feature spaces: theory and applications. (English) Zbl 1524.65095 J. Math. Imaging Vis. 63, No. 2, 309-327 (2021). MSC: 65D18 37L65 49M25 53C22 65L20 PDFBibTeX XMLCite \textit{A. Effland} et al., J. Math. Imaging Vis. 63, No. 2, 309--327 (2021; Zbl 1524.65095) Full Text: DOI arXiv
Gambella, Claudio; Ghaddar, Bissan; Naoum-Sawaya, Joe Optimization problems for machine learning: a survey. (English) Zbl 1487.90004 Eur. J. Oper. Res. 290, No. 3, 807-828 (2021). MSC: 90-08 68T05 68T07 62H30 90-02 PDFBibTeX XMLCite \textit{C. Gambella} et al., Eur. J. Oper. Res. 290, No. 3, 807--828 (2021; Zbl 1487.90004) Full Text: DOI arXiv
Long, Ziang; Yin, Penghang; Xin, Jack Global convergence and geometric characterization of slow to fast weight evolution in neural network training for classifying linearly non-separable data. (English) Zbl 1469.90113 Inverse Probl. Imaging 15, No. 1, 41-62 (2021). MSC: 90C26 68W40 PDFBibTeX XMLCite \textit{Z. Long} et al., Inverse Probl. Imaging 15, No. 1, 41--62 (2021; Zbl 1469.90113) Full Text: DOI arXiv
Khatri, Rajendra K. C.; Caseria, Brendan J.; Lou, Yifei; Xiao, Guanghua; Cao, Yan Automatic extraction of cell nuclei using dilated convolutional network. (English) Zbl 1466.62413 Inverse Probl. Imaging 15, No. 1, 27-40 (2021). MSC: 62P10 62H30 62H35 68T10 PDFBibTeX XMLCite \textit{R. K. C. Khatri} et al., Inverse Probl. Imaging 15, No. 1, 27--40 (2021; Zbl 1466.62413) Full Text: DOI
Ivek, Tomislav; Vlah, Domagoj BlackBox: generalizable reconstruction of extremal values from incomplete spatio-temporal data. (English) Zbl 1469.62391 Extremes 24, No. 1, 145-162 (2021). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 62P12 62G32 68T07 86A32 PDFBibTeX XMLCite \textit{T. Ivek} and \textit{D. Vlah}, Extremes 24, No. 1, 145--162 (2021; Zbl 1469.62391) Full Text: DOI arXiv
Chen, Tianbo; Sun, Ying; Li, Ta-Hsin A semi-parametric estimation method for the quantile spectrum with an application to earthquake classification using convolutional neural network. (English) Zbl 1510.62372 Comput. Stat. Data Anal. 154, Article ID 107069, 12 p. (2021). MSC: 62M15 62G08 62M10 86A15 PDFBibTeX XMLCite \textit{T. Chen} et al., Comput. Stat. Data Anal. 154, Article ID 107069, 12 p. (2021; Zbl 1510.62372) Full Text: DOI arXiv
Wäldchen, Stephan; Macdonald, Jan; Hauch, Sascha; Kutyniok, Gitta The computational complexity of understanding binary classifier decisions. (English) Zbl 1512.68116 J. Artif. Intell. Res. (JAIR) 70, 351-387 (2021). MSC: 68Q25 68Q06 68Q15 68T05 68W25 PDFBibTeX XMLCite \textit{S. Wäldchen} et al., J. Artif. Intell. Res. (JAIR) 70, 351--387 (2021; Zbl 1512.68116) Full Text: DOI arXiv
Jin, Yuan; Liu, Ming; Li, Yunfeng; Xu, Ruohua; Du, Lan; Gao, Longxiang; Xiang, Yong Variational auto-encoder based Bayesian Poisson tensor factorization for sparse and imbalanced count data. (English) Zbl 1478.62283 Data Min. Knowl. Discov. 35, No. 2, 505-532 (2021). MSC: 62M45 62H25 62R07 68T05 PDFBibTeX XMLCite \textit{Y. Jin} et al., Data Min. Knowl. Discov. 35, No. 2, 505--532 (2021; Zbl 1478.62283) Full Text: DOI arXiv
Pasos Ruiz, Alejandro; Flynn, Michael; Large, James; Middlehurst, Matthew; Bagnall, Anthony The great multivariate time series classification bake off: a review and experimental evaluation of recent algorithmic advances. (English) Zbl 1478.62267 Data Min. Knowl. Discov. 35, No. 2, 401-449 (2021). MSC: 62M10 62H30 62R07 62-02 62-08 PDFBibTeX XMLCite \textit{A. Pasos Ruiz} et al., Data Min. Knowl. Discov. 35, No. 2, 401--449 (2021; Zbl 1478.62267) Full Text: DOI arXiv
Ghods, Alireza; Cook, Diane J. A survey of deep network techniques all classifiers can adopt. (English) Zbl 1472.68173 Data Min. Knowl. Discov. 35, No. 1, 46-87 (2021). MSC: 68T07 62H30 PDFBibTeX XMLCite \textit{A. Ghods} and \textit{D. J. Cook}, Data Min. Knowl. Discov. 35, No. 1, 46--87 (2021; Zbl 1472.68173) Full Text: DOI Link
Vasilyeva, Maria; Tyrylgin, Aleksey Machine learning for accelerating macroscopic parameters prediction for poroelasticity problem in stochastic media. (English) Zbl 1524.76474 Comput. Math. Appl. 84, 185-202 (2021). MSC: 76S05 74F10 74S05 76M10 65N30 76M35 PDFBibTeX XMLCite \textit{M. Vasilyeva} and \textit{A. Tyrylgin}, Comput. Math. Appl. 84, 185--202 (2021; Zbl 1524.76474) Full Text: DOI arXiv
Gros, Timo P.; Hermanns, Holger; Hoffmann, Jörg; Klauck, Michaela; Steinmetz, Marcel Deep statistical model checking. (English) Zbl 1511.68157 Gotsman, Alexey (ed.) et al., Formal techniques for distributed objects, components, and systems. 40th IFIP WG 6.1 international conference, FORTE 2020, held as part of the 15th international federated conference on distributed computing techniques, DisCoTec 2020, Valletta, Malta, June 15–19, 2020. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12136, 96-114 (2020). MSC: 68Q60 60J20 68Q87 68T07 90C40 PDFBibTeX XMLCite \textit{T. P. Gros} et al., Lect. Notes Comput. Sci. 12136, 96--114 (2020; Zbl 1511.68157) Full Text: DOI
Feliu-Fabà, Jordi; Fan, Yuwei; Ying, Lexing Meta-learning pseudo-differential operators with deep neural networks. (English) Zbl 07505630 J. Comput. Phys. 408, Article ID 109309, 18 p. (2020). MSC: 65-XX 35-XX PDFBibTeX XMLCite \textit{J. Feliu-Fabà} et al., J. Comput. Phys. 408, Article ID 109309, 18 p. (2020; Zbl 07505630) Full Text: DOI arXiv
Fang, Zhiying; Feng, Han; Huang, Shuo; Zhou, Ding-Xuan Theory of deep convolutional neural networks. II: Spherical analysis. (English) Zbl 1475.68313 Neural Netw. 131, 154-162 (2020). MSC: 68T07 41A65 PDFBibTeX XMLCite \textit{Z. Fang} et al., Neural Netw. 131, 154--162 (2020; Zbl 1475.68313) Full Text: DOI arXiv
Gokcay, Erhan An information-theoretic instance-based classifier. (English) Zbl 1474.62228 Inf. Sci. 536, 263-276 (2020). MSC: 62H30 PDFBibTeX XMLCite \textit{E. Gokcay}, Inf. Sci. 536, 263--276 (2020; Zbl 1474.62228) Full Text: DOI
Baladram, Mohammad Samy; Koike, Atsushi; Yamada, Kazunori D. Introduction to supervised machine learning for data science. (English) Zbl 1475.68260 Interdiscip. Inf. Sci. 26, No. 1, 87-121 (2020). MSC: 68T05 68T07 68T09 PDFBibTeX XMLCite \textit{M. S. Baladram} et al., Interdiscip. Inf. Sci. 26, No. 1, 87--121 (2020; Zbl 1475.68260) Full Text: DOI
Jang, Jinhyeok; Cho, Hyunjoong; Kim, Jaehong; Lee, Jaeyeon; Yang, Seungjoon Deep neural networks with a set of node-wise varying activation functions. (English) Zbl 1468.68184 Neural Netw. 126, 118-131 (2020). MSC: 68T07 62H25 PDFBibTeX XMLCite \textit{J. Jang} et al., Neural Netw. 126, 118--131 (2020; Zbl 1468.68184) Full Text: DOI arXiv
Vidnerová, Petra; Neruda, Roman Vulnerability of classifiers to evolutionary generated adversarial examples. (English) Zbl 1468.68175 Neural Netw. 127, 168-181 (2020). MSC: 68T05 62H30 68W50 PDFBibTeX XMLCite \textit{P. Vidnerová} and \textit{R. Neruda}, Neural Netw. 127, 168--181 (2020; Zbl 1468.68175) Full Text: DOI
Dornaika, F.; Khoder, A. Linear embedding by joint robust discriminant analysis and inter-class sparsity. (English) Zbl 1472.62093 Neural Netw. 127, 141-159 (2020). MSC: 62H30 62G35 62J05 PDFBibTeX XMLCite \textit{F. Dornaika} and \textit{A. Khoder}, Neural Netw. 127, 141--159 (2020; Zbl 1472.62093) Full Text: DOI
Vignotto, Edoardo; Engelke, Sebastian Extreme value theory for anomaly detection – the GPD classifier. (English) Zbl 1469.62256 Extremes 23, No. 4, 501-520 (2020). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 62G32 62H30 68T05 PDFBibTeX XMLCite \textit{E. Vignotto} and \textit{S. Engelke}, Extremes 23, No. 4, 501--520 (2020; Zbl 1469.62256) Full Text: DOI
Loizou, Nicolas; Richtárik, Peter Momentum and stochastic momentum for stochastic gradient, Newton, proximal point and subspace descent methods. (English) Zbl 1466.90065 Comput. Optim. Appl. 77, No. 3, 653-710 (2020). MSC: 90C20 90C25 68Q25 68W20 68W40 65Y20 90C15 15A06 15B52 65F10 PDFBibTeX XMLCite \textit{N. Loizou} and \textit{P. Richtárik}, Comput. Optim. Appl. 77, No. 3, 653--710 (2020; Zbl 1466.90065) Full Text: DOI arXiv