Azulay, Aharon; Weiss, Yair Why do deep convolutional networks generalize so poorly to small image transformations? (English) Zbl 1433.68389 J. Mach. Learn. Res. 20, Paper No. 184, 25 p. (2019). MSC: 68T07 62H30 62M45 68T05 PDFBibTeX XMLCite \textit{A. Azulay} and \textit{Y. Weiss}, J. Mach. Learn. Res. 20, Paper No. 184, 25 p. (2019; Zbl 1433.68389) Full Text: arXiv Link
Dwivedi, Raaz; Chen, Yuansi; Wainwright, Martin J.; Yu, Bin Log-concave sampling: Metropolis-Hastings algorithms are fast. (English) Zbl 1440.62039 J. Mach. Learn. Res. 20, Paper No. 183, 42 p. (2019). MSC: 62D05 PDFBibTeX XMLCite \textit{R. Dwivedi} et al., J. Mach. Learn. Res. 20, Paper No. 183, 42 p. (2019; Zbl 1440.62039) Full Text: arXiv Link
Ghosh, Soumya; Yao, Jiayu; Doshi-Velez, Finale Model selection in Bayesian neural networks via horseshoe priors. (English) Zbl 1433.68392 J. Mach. Learn. Res. 20, Paper No. 182, 46 p. (2019). MSC: 68T07 62F15 62H22 62M45 PDFBibTeX XMLCite \textit{S. Ghosh} et al., J. Mach. Learn. Res. 20, Paper No. 182, 46 p. (2019; Zbl 1433.68392) Full Text: Link
Saremi, Saeed; Hyvärinen, Aapo Neural empirical Bayes. (English) Zbl 1433.68377 J. Mach. Learn. Res. 20, Paper No. 181, 23 p. (2019). MSC: 68T05 62C12 62G07 62L20 62M45 65C30 PDFBibTeX XMLCite \textit{S. Saremi} and \textit{A. Hyvärinen}, J. Mach. Learn. Res. 20, Paper No. 181, 23 p. (2019; Zbl 1433.68377) Full Text: arXiv Link
Grigoryeva, Lyudmila; Ortega, Juan-Pablo Differentiable reservoir computing. (English) Zbl 1433.68343 J. Mach. Learn. Res. 20, Paper No. 179, 62 p. (2019). MSC: 68T05 41A30 46N10 PDFBibTeX XMLCite \textit{L. Grigoryeva} and \textit{J.-P. Ortega}, J. Mach. Learn. Res. 20, Paper No. 179, 62 p. (2019; Zbl 1433.68343) Full Text: arXiv Link
Castro, Daniel C.; Tan, Jeremy; Kainz, Bernhard; Konukoglu, Ender; Glocker, Ben Morpho-MNIST: quantitative assessment and diagnostics for representation learning. (English) Zbl 1433.68331 J. Mach. Learn. Res. 20, Paper No. 178, 29 p. (2019). MSC: 68T05 62H30 62H35 68-04 PDFBibTeX XMLCite \textit{D. C. Castro} et al., J. Mach. Learn. Res. 20, Paper No. 178, 29 p. (2019; Zbl 1433.68331) Full Text: arXiv Link
Fisher, Aaron; Rudin, Cynthia; Dominici, Francesca All models are wrong, but many are useful: learning a variable’s importance by studying an entire class of prediction models simultaneously. (English) Zbl 1436.62019 J. Mach. Learn. Res. 20, Paper No. 177, 81 p. (2019). MSC: 62A01 62G30 62P25 62M20 62H30 PDFBibTeX XMLCite \textit{A. Fisher} et al., J. Mach. Learn. Res. 20, Paper No. 177, 81 p. (2019; Zbl 1436.62019) Full Text: arXiv Link
Nguyen, Lam M.; Nguyen, Phuong Ha; Richtárik, Peter; Scheinberg, Katya; Takáč, Martin; van Dijk, Marten New convergence aspects of stochastic gradient algorithms. (English) Zbl 1436.62436 J. Mach. Learn. Res. 20, Paper No. 176, 49 p. (2019). MSC: 62M10 60H30 68T05 PDFBibTeX XMLCite \textit{L. M. Nguyen} et al., J. Mach. Learn. Res. 20, Paper No. 176, 49 p. (2019; Zbl 1436.62436) Full Text: arXiv Link
Biessmann, Felix; Rukat, Tammo; Schmidt, Phillipp; Naidu, Prathik; Schelter, Sebastian; Taptunov, Andrey; Lange, Dustin; Salinas, David DataWig: missing value imputation for tables. (English) Zbl 1436.62051 J. Mach. Learn. Res. 20, Paper No. 175, 6 p. (2019). MSC: 62D10 68T05 PDFBibTeX XMLCite \textit{F. Biessmann} et al., J. Mach. Learn. Res. 20, Paper No. 175, 6 p. (2019; Zbl 1436.62051) Full Text: Link
Livezey, Jesse A.; Bujan, Alejandro F.; Sommer, Friedrich T. Learning overcomplete, low coherence dictionaries with linear inference. (English) Zbl 1446.62170 J. Mach. Learn. Res. 20, Paper No. 174, 42 p. (2019). MSC: 62H25 68T05 62P10 PDFBibTeX XMLCite \textit{J. A. Livezey} et al., J. Mach. Learn. Res. 20, Paper No. 174, 42 p. (2019; Zbl 1446.62170) Full Text: arXiv Link
El-Bachir, Yousra; Davison, Anthony C. Fast automatic smoothing for generalized additive models. (English) Zbl 1440.68208 J. Mach. Learn. Res. 20, Paper No. 173, 27 p. (2019). MSC: 68T05 62J12 PDFBibTeX XMLCite \textit{Y. El-Bachir} and \textit{A. C. Davison}, J. Mach. Learn. Res. 20, Paper No. 173, 27 p. (2019; Zbl 1440.68208) Full Text: arXiv Link
Cotter, Andrew; Jiang, Heinrich; Gupta, Maya; Wang, Serena; Narayan, Taman; You, Seungil; Sridharan, Karthik Optimization with non-differentiable constraints with applications to fairness, recall, churn, and other goals. (English) Zbl 1448.90087 J. Mach. Learn. Res. 20, Paper No. 172, 59 p. (2019). MSC: 90C30 PDFBibTeX XMLCite \textit{A. Cotter} et al., J. Mach. Learn. Res. 20, Paper No. 172, 59 p. (2019; Zbl 1448.90087) Full Text: arXiv Link
Franks, Alexander M.; Hoff, Peter Shared subspace models for multi-group covariance estimation. (English) Zbl 1446.62209 J. Mach. Learn. Res. 20, Paper No. 171, 37 p. (2019). MSC: 62J10 62H12 PDFBibTeX XMLCite \textit{A. M. Franks} and \textit{P. Hoff}, J. Mach. Learn. Res. 20, Paper No. 171, 37 p. (2019; Zbl 1446.62209) Full Text: arXiv Link
Wang, Daren; Lu, Xinyang; Rinaldo, Alessandro DBSCAN: optimal rates for density-based cluster estimation. (English) Zbl 1446.62184 J. Mach. Learn. Res. 20, Paper No. 170, 50 p. (2019). MSC: 62H30 62H22 62G07 62C20 05C90 62-08 68T05 PDFBibTeX XMLCite \textit{D. Wang} et al., J. Mach. Learn. Res. 20, Paper No. 170, 50 p. (2019; Zbl 1446.62184) Full Text: arXiv Link
Zhang, Michael Minyi; Williamson, Sinead A. Embarrassingly parallel inference for Gaussian processes. (English) Zbl 1446.62128 J. Mach. Learn. Res. 20, Paper No. 169, 26 p. (2019). MSC: 62G15 62J10 60G05 68T05 PDFBibTeX XMLCite \textit{M. M. Zhang} and \textit{S. A. Williamson}, J. Mach. Learn. Res. 20, Paper No. 169, 26 p. (2019; Zbl 1446.62128) Full Text: arXiv Link
Tremblay, Nicolas; Barthelmé, Simon; Amblard, Pierre-Olivier Determinantal point processes for coresets. (English) Zbl 1446.62351 J. Mach. Learn. Res. 20, Paper No. 168, 70 p. (2019). MSC: 62R07 62J05 60G55 62-08 PDFBibTeX XMLCite \textit{N. Tremblay} et al., J. Mach. Learn. Res. 20, Paper No. 168, 70 p. (2019; Zbl 1446.62351) Full Text: arXiv Link
Gao, Chao; Garber, Dan; Srebro, Nathan; Wang, Jialei; Wang, Weiran Stochastic canonical correlation analysis. (English) Zbl 1446.62158 J. Mach. Learn. Res. 20, Paper No. 167, 46 p. (2019). MSC: 62H20 62L20 68T05 PDFBibTeX XMLCite \textit{C. Gao} et al., J. Mach. Learn. Res. 20, Paper No. 167, 46 p. (2019; Zbl 1446.62158) Full Text: arXiv Link
Ahsen, Mehmet Eren; Vogel, Robert M.; Stolovitzky, Gustavo A. Unsupervised evaluation and weighted aggregation of ranked classification predictions. (English) Zbl 1440.68199 J. Mach. Learn. Res. 20, Paper No. 166, 40 p. (2019). MSC: 68T05 62H30 62G05 PDFBibTeX XMLCite \textit{M. E. Ahsen} et al., J. Mach. Learn. Res. 20, Paper No. 166, 40 p. (2019; Zbl 1440.68199) Full Text: Link
Kamper, Francois; Steel, Sarel J.; du Preez, Johan A. On the convergence of Gaussian belief propagation with nodes of arbitrary size. (English) Zbl 1446.62143 J. Mach. Learn. Res. 20, Paper No. 165, 37 p. (2019). MSC: 62H12 62R01 62M02 PDFBibTeX XMLCite \textit{F. Kamper} et al., J. Mach. Learn. Res. 20, Paper No. 165, 37 p. (2019; Zbl 1446.62143) Full Text: Link
Sondhi, Arjun; Shojaie, Ali The reduced PC-algorithm: improved causal structure learning in large random networks. (English) Zbl 1446.62256 J. Mach. Learn. Res. 20, Paper No. 164, 31 p. (2019). MSC: 62M40 62H22 60G60 05C90 62-08 62P10 PDFBibTeX XMLCite \textit{A. Sondhi} and \textit{A. Shojaie}, J. Mach. Learn. Res. 20, Paper No. 164, 31 p. (2019; Zbl 1446.62256) Full Text: arXiv Link
Wang, Jie; Zhang, Zhanqiu; Ye, Jieping Two-layer feature reduction for sparse-group Lasso via decomposition of convex sets. (English) Zbl 1446.62207 J. Mach. Learn. Res. 20, Paper No. 163, 42 p. (2019). MSC: 62J07 52A20 62P10 PDFBibTeX XMLCite \textit{J. Wang} et al., J. Mach. Learn. Res. 20, Paper No. 163, 42 p. (2019; Zbl 1446.62207) Full Text: arXiv Link
Arlot, Sylvain; Celisse, Alain; Harchaoui, Zaid A kernel multiple change-point algorithm via model selection. (English) Zbl 1446.62120 J. Mach. Learn. Res. 20, Paper No. 162, 56 p. (2019). MSC: 62G10 62G20 62G30 62M10 62P12 PDFBibTeX XMLCite \textit{S. Arlot} et al., J. Mach. Learn. Res. 20, Paper No. 162, 56 p. (2019; Zbl 1446.62120) Full Text: arXiv Link
Shi, Lei; Huang, Xiaolin; Feng, Yunlong; Suykens, Johan A. K. Sparse kernel regression with coefficient-based \(\ell_q\)-regularization. (English) Zbl 1446.62119 J. Mach. Learn. Res. 20, Paper No. 161, 44 p. (2019). MSC: 62G08 62-08 PDFBibTeX XMLCite \textit{L. Shi} et al., J. Mach. Learn. Res. 20, Paper No. 161, 44 p. (2019; Zbl 1446.62119) Full Text: Link
Maggioni, Mauro; Murphy, James M. Learning by unsupervised nonlinear diffusion. (English) Zbl 1440.68233 J. Mach. Learn. Res. 20, Paper No. 160, 56 p. (2019). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{M. Maggioni} and \textit{J. M. Murphy}, J. Mach. Learn. Res. 20, Paper No. 160, 56 p. (2019; Zbl 1440.68233) Full Text: arXiv Link
Scaman, Kevin; Bach, Francis; Bubeck, Sébastien; Lee, Yin Tat; Massoulié, Laurent Optimal convergence rates for convex distributed optimization in networks. (English) Zbl 1446.90127 J. Mach. Learn. Res. 20, Paper No. 159, 31 p. (2019). MSC: 90C25 90B18 PDFBibTeX XMLCite \textit{K. Scaman} et al., J. Mach. Learn. Res. 20, Paper No. 159, 31 p. (2019; Zbl 1446.90127) Full Text: arXiv Link
Ahmed, Ali; Aghasi, Alireza; Hand, Paul Simultaneous phase retrieval and blind deconvolution via convex programming. (English) Zbl 1455.94044 J. Mach. Learn. Res. 20, Paper No. 157, 28 p. (2019). MSC: 94A12 90C25 42A85 42A38 PDFBibTeX XMLCite \textit{A. Ahmed} et al., J. Mach. Learn. Res. 20, Paper No. 157, 28 p. (2019; Zbl 1455.94044) Full Text: arXiv Link
Vasiloudis, Theodore; De Francisci Morales, Gianmarco; Boström, Henrik Quantifying uncertainty in online regression forests. (English) Zbl 1442.68206 J. Mach. Learn. Res. 20, Paper No. 155, 35 p. (2019). MSC: 68T05 62J99 68W27 PDFBibTeX XMLCite \textit{T. Vasiloudis} et al., J. Mach. Learn. Res. 20, Paper No. 155, 35 p. (2019; Zbl 1442.68206) Full Text: Link
Khamaru, Koulik; Wainwright, Martin J. Convergence guarantees for a class of non-convex and non-smooth optimization problems. (English) Zbl 1446.90130 J. Mach. Learn. Res. 20, Paper No. 154, 52 p. (2019). MSC: 90C26 90C52 PDFBibTeX XMLCite \textit{K. Khamaru} and \textit{M. J. Wainwright}, J. Mach. Learn. Res. 20, Paper No. 154, 52 p. (2019; Zbl 1446.90130) Full Text: arXiv Link
Harris, David G.; Li, Shi; Pensyl, Thomas; Srinivasan, Aravind; Trinh, Khoa Approximation algorithms for stochastic clustering. (English) Zbl 1442.68265 J. Mach. Learn. Res. 20, Paper No. 153, 33 p. (2019). MSC: 68W25 62H30 PDFBibTeX XMLCite \textit{D. G. Harris} et al., J. Mach. Learn. Res. 20, Paper No. 153, 33 p. (2019; Zbl 1442.68265) Full Text: arXiv Link
Na, Sen; Yang, Zhuoran; Wang, Zhaoran; Kolar, Mladen High-dimensional varying index coefficient models via Stein’s identity. (English) Zbl 1446.62145 J. Mach. Learn. Res. 20, Paper No. 152, 44 p. (2019). MSC: 62H12 62R07 62-08 PDFBibTeX XMLCite \textit{S. Na} et al., J. Mach. Learn. Res. 20, Paper No. 152, 44 p. (2019; Zbl 1446.62145) Full Text: arXiv Link
Maroulas, Vasileios; Mike, Joshua L.; Oballe, Christopher Nonparametric estimation of probability density functions of random persistence diagrams. (English) Zbl 1446.62113 J. Mach. Learn. Res. 20, Paper No. 151, 49 p. (2019). MSC: 62G07 62R40 62P10 92C55 PDFBibTeX XMLCite \textit{V. Maroulas} et al., J. Mach. Learn. Res. 20, Paper No. 151, 49 p. (2019; Zbl 1446.62113) Full Text: arXiv Link
Ustun, Berk; Rudin, Cynthia Learning optimized risk scores. (English) Zbl 1440.68242 J. Mach. Learn. Res. 20, Paper No. 150, 75 p. (2019). MSC: 68T05 62H30 90C30 PDFBibTeX XMLCite \textit{B. Ustun} and \textit{C. Rudin}, J. Mach. Learn. Res. 20, Paper No. 150, 75 p. (2019; Zbl 1440.68242) Full Text: arXiv Link
Ryabko, Daniil On asymptotic and finite-time optimality of Bayesian predictors. (English) Zbl 1446.62249 J. Mach. Learn. Res. 20, Paper No. 149, 24 p. (2019). MSC: 62M10 62M20 62L12 62C20 PDFBibTeX XMLCite \textit{D. Ryabko}, J. Mach. Learn. Res. 20, Paper No. 149, 24 p. (2019; Zbl 1446.62249) Full Text: Link
Alaya, Mokhtar Z.; Klopp, Olga Collective matrix completion. (English) Zbl 1446.62140 J. Mach. Learn. Res. 20, Paper No. 148, 43 p. (2019). MSC: 62H12 62M20 PDFBibTeX XMLCite \textit{M. Z. Alaya} and \textit{O. Klopp}, J. Mach. Learn. Res. 20, Paper No. 148, 43 p. (2019; Zbl 1446.62140) Full Text: arXiv Link
Pfister, Niklas; Weichwald, Sebastian; Bühlmann, Peter; Schölkopf, Bernhard Robustifying independent component analysis by adjusting for group-wise stationary noise. (English) Zbl 1446.62172 J. Mach. Learn. Res. 20, Paper No. 147, 50 p. (2019). MSC: 62H25 62M10 62P10 62P12 62-08 PDFBibTeX XMLCite \textit{N. Pfister} et al., J. Mach. Learn. Res. 20, Paper No. 147, 50 p. (2019; Zbl 1446.62172) Full Text: arXiv Link
Beimel, Amos; Nissim, Kobbi; Stemmer, Uri Characterizing the sample complexity of pure private learners. (English) Zbl 1434.68395 J. Mach. Learn. Res. 20, Paper No. 146, 33 p. (2019). MSC: 68T05 60E15 62D10 68P27 PDFBibTeX XMLCite \textit{A. Beimel} et al., J. Mach. Learn. Res. 20, Paper No. 146, 33 p. (2019; Zbl 1434.68395) Full Text: arXiv Link
Letham, Benjamin; Bakshy, Eytan Bayesian optimization for policy search via online-offline experimentation. (English) Zbl 1434.68420 J. Mach. Learn. Res. 20, Paper No. 145, 30 p. (2019). MSC: 68T05 62F15 62K05 PDFBibTeX XMLCite \textit{B. Letham} and \textit{E. Bakshy}, J. Mach. Learn. Res. 20, Paper No. 145, 30 p. (2019; Zbl 1434.68420) Full Text: arXiv Link
Li, Bin; Wu, Yik-Chung Convergence of Gaussian belief propagation under general pairwise factorization: connecting Gaussian MRF with pairwise linear Gaussian model. (English) Zbl 1441.62220 J. Mach. Learn. Res. 20, Paper No. 144, 30 p. (2019). MSC: 62M05 60G15 PDFBibTeX XMLCite \textit{B. Li} and \textit{Y.-C. Wu}, J. Mach. Learn. Res. 20, Paper No. 144, 30 p. (2019; Zbl 1441.62220) Full Text: Link
Zhang, Zhenyue; Xia, Yuqing Minimal sample subspace learning: theory and algorithms. (English) Zbl 1434.68488 J. Mach. Learn. Res. 20, Paper No. 143, 57 p. (2019). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Z. Zhang} and \textit{Y. Xia}, J. Mach. Learn. Res. 20, Paper No. 143, 57 p. (2019; Zbl 1434.68488) Full Text: arXiv Link
Chen, Ji; Li, Xiaodong Model-free nonconvex matrix completion: local minima analysis and applications in memory-efficient kernel PCA. (English) Zbl 1441.62157 J. Mach. Learn. Res. 20, Paper No. 142, 39 p. (2019). MSC: 62H25 62H30 15A24 90C26 PDFBibTeX XMLCite \textit{J. Chen} and \textit{X. Li}, J. Mach. Learn. Res. 20, Paper No. 142, 39 p. (2019; Zbl 1441.62157) Full Text: arXiv Link
Nguyen, Thanh V.; Wong, Raymond K. W.; Hegde, Chinmay Provably accurate double-sparse coding. (English) Zbl 1434.68439 J. Mach. Learn. Res. 20, Paper No. 141, 43 p. (2019). MSC: 68T05 68T07 94A12 PDFBibTeX XMLCite \textit{T. V. Nguyen} et al., J. Mach. Learn. Res. 20, Paper No. 141, 43 p. (2019; Zbl 1434.68439) Full Text: arXiv Link
Shang, Zuofeng; Hao, Botao; Cheng, Guang Nonparametric Bayesian aggregation for massive data. (English) Zbl 1441.62086 J. Mach. Learn. Res. 20, Paper No. 140, 81 p. (2019). MSC: 62G05 62G15 62R07 60G15 PDFBibTeX XMLCite \textit{Z. Shang} et al., J. Mach. Learn. Res. 20, Paper No. 140, 81 p. (2019; Zbl 1441.62086) Full Text: arXiv Link
Daneshmand, Amir; Sun, Ying; Scutari, Gesualdo; Facchinei, Francisco; Sadler, Brian M. Decentralized dictionary learning over time-varying digraphs. (English) Zbl 1434.68403 J. Mach. Learn. Res. 20, Paper No. 139, 62 p. (2019). MSC: 68T05 62H12 68T10 90C26 90C35 PDFBibTeX XMLCite \textit{A. Daneshmand} et al., J. Mach. Learn. Res. 20, Paper No. 139, 62 p. (2019; Zbl 1434.68403) Full Text: arXiv Link
Sutter, Tobias; Sutter, David; Esfahani, Peyman Mohajerin; Lygeros, John Generalized maximum entropy estimation. (English) Zbl 1441.62146 J. Mach. Learn. Res. 20, Paper No. 138, 29 p. (2019). MSC: 62H12 62C10 62E10 60E05 90C25 47N10 PDFBibTeX XMLCite \textit{T. Sutter} et al., J. Mach. Learn. Res. 20, Paper No. 138, 29 p. (2019; Zbl 1441.62146) Full Text: arXiv Link
Saberian, Mohammad; Vasconcelos, Nuno Multiclass boosting: margins, codewords, losses, and algorithms. (English) Zbl 1434.68448 J. Mach. Learn. Res. 20, Paper No. 137, 68 p. (2019). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{M. Saberian} and \textit{N. Vasconcelos}, J. Mach. Learn. Res. 20, Paper No. 137, 68 p. (2019; Zbl 1434.68448) Full Text: Link
García Trillos, Nicolás; Sanz-Alonso, Daniel; Yang, Ruiyi Local regularization of noisy point clouds: improved global geometric estimates and data analysis. (English) Zbl 1434.68407 J. Mach. Learn. Res. 20, Paper No. 136, 37 p. (2019). MSC: 68T05 62H12 62H30 62R07 PDFBibTeX XMLCite \textit{N. García Trillos} et al., J. Mach. Learn. Res. 20, Paper No. 136, 37 p. (2019; Zbl 1434.68407) Full Text: arXiv Link
Agrell, Christian Gaussian processes with linear operator inequality constraints. (English) Zbl 1441.62179 J. Mach. Learn. Res. 20, Paper No. 135, 36 p. (2019). MSC: 62J05 60G15 62-08 68T05 PDFBibTeX XMLCite \textit{C. Agrell}, J. Mach. Learn. Res. 20, Paper No. 135, 36 p. (2019; Zbl 1441.62179) Full Text: arXiv Link
Zhou, Dongruo; Xu, Pan; Gu, Quanquan Stochastic variance-reduced cubic regularization methods. (English) Zbl 1440.90058 J. Mach. Learn. Res. 20, Paper No. 134, 47 p. (2019). MSC: 90C26 PDFBibTeX XMLCite \textit{D. Zhou} et al., J. Mach. Learn. Res. 20, Paper No. 134, 47 p. (2019; Zbl 1440.90058) Full Text: Link
Venturi, Luca; Bandeira, Afonso S.; Bruna, Joan Spurious valleys in one-hidden-layer neural network optimization landscapes. (English) Zbl 1434.68464 J. Mach. Learn. Res. 20, Paper No. 133, 34 p. (2019). MSC: 68T05 62M45 68T07 90C26 PDFBibTeX XMLCite \textit{L. Venturi} et al., J. Mach. Learn. Res. 20, Paper No. 133, 34 p. (2019; Zbl 1434.68464) Full Text: arXiv Link
Wang, Haiying More efficient estimation for logistic regression with optimal subsamples. (English) Zbl 1441.62194 J. Mach. Learn. Res. 20, Paper No. 132, 59 p. (2019). MSC: 62J12 62E20 62R07 62F12 62K05 PDFBibTeX XMLCite \textit{H. Wang}, J. Mach. Learn. Res. 20, Paper No. 132, 59 p. (2019; Zbl 1441.62194) Full Text: arXiv Link
Burkhardt, Sophie; Kramer, Stefan Decoupling sparsity and smoothness in the Dirichlet variational autoencoder topic model. (English) Zbl 1434.68399 J. Mach. Learn. Res. 20, Paper No. 131, 27 p. (2019). MSC: 68T05 62F15 62G05 68T07 PDFBibTeX XMLCite \textit{S. Burkhardt} and \textit{S. Kramer}, J. Mach. Learn. Res. 20, Paper No. 131, 27 p. (2019; Zbl 1434.68399) Full Text: Link
Srinivasan, Ashwin; Vig, Lovekesh; Bain, Michael Logical explanations for deep relational machines using relevance information. (English) Zbl 1434.68559 J. Mach. Learn. Res. 20, Paper No. 130, 47 p. (2019). MSC: 68T27 62C10 68N17 68T07 PDFBibTeX XMLCite \textit{A. Srinivasan} et al., J. Mach. Learn. Res. 20, Paper No. 130, 47 p. (2019; Zbl 1434.68559) Full Text: arXiv Link
Kvamme, Håvard; Borgan, Ørnulf; Scheel, Ida Time-to-event prediction with neural networks and Cox regression. (English) Zbl 1440.62354 J. Mach. Learn. Res. 20, Paper No. 129, 30 p. (2019). MSC: 62N02 62M20 62M45 62J05 60G55 PDFBibTeX XMLCite \textit{H. Kvamme} et al., J. Mach. Learn. Res. 20, Paper No. 129, 30 p. (2019; Zbl 1440.62354) Full Text: arXiv Link
Barker, Edward; Ras, Charl Unsupervised basis function adaptation for reinforcement learning. (English) Zbl 1434.68394 J. Mach. Learn. Res. 20, Paper No. 128, 73 p. (2019). MSC: 68T05 62L10 90C39 PDFBibTeX XMLCite \textit{E. Barker} and \textit{C. Ras}, J. Mach. Learn. Res. 20, Paper No. 128, 73 p. (2019; Zbl 1434.68394) Full Text: arXiv Link
Hill, Steven M.; Oates, Chris J.; Blythe, Duncan A.; Mukherjee, Sach Causal learning via manifold regularization. (English) Zbl 1434.68414 J. Mach. Learn. Res. 20, Paper No. 127, 32 p. (2019). MSC: 68T05 62G05 PDFBibTeX XMLCite \textit{S. M. Hill} et al., J. Mach. Learn. Res. 20, Paper No. 127, 32 p. (2019; Zbl 1434.68414) Full Text: arXiv Link
Hofer, Christoph D.; Kwitt, Roland; Niethammer, Marc Learning representations of persistence barcodes. (English) Zbl 1446.68138 J. Mach. Learn. Res. 20, Paper No. 126, 45 p. (2019). Reviewer: Mattia Giuseppe Bergomi (Lisboa) MSC: 68T05 55N31 68T07 PDFBibTeX XMLCite \textit{C. D. Hofer} et al., J. Mach. Learn. Res. 20, Paper No. 126, 45 p. (2019; Zbl 1446.68138) Full Text: Link
Osband, Ian; van Roy, Benjamin; Russo, Daniel J.; Wen, Zheng Deep exploration via randomized value functions. (English) Zbl 1434.68515 J. Mach. Learn. Res. 20, Paper No. 124, 62 p. (2019). MSC: 68T07 62F15 62L10 90C40 PDFBibTeX XMLCite \textit{I. Osband} et al., J. Mach. Learn. Res. 20, Paper No. 124, 62 p. (2019; Zbl 1434.68515) Full Text: arXiv Link
Ariafar, Setareh; Coll-Font, Jaume; Brooks, Dana; Dy, Jennifer ADMMBO: Bayesian optimization with unknown constraints using ADMM. (English) Zbl 1441.62075 J. Mach. Learn. Res. 20, Paper No. 123, 26 p. (2019). MSC: 62F15 62D10 90C31 60G15 PDFBibTeX XMLCite \textit{S. Ariafar} et al., J. Mach. Learn. Res. 20, Paper No. 123, 26 p. (2019; Zbl 1441.62075) Full Text: Link
Pavlichin, Dmitri S.; Jiao, Jiantao; Weissman, Tsachy Approximate profile maximum likelihood. (English) Zbl 1441.62041 J. Mach. Learn. Res. 20, Paper No. 122, 55 p. (2019). MSC: 62B05 62-08 90C39 PDFBibTeX XMLCite \textit{D. S. Pavlichin} et al., J. Mach. Learn. Res. 20, Paper No. 122, 55 p. (2019; Zbl 1441.62041) Full Text: arXiv Link
Hong, Bin; Zhang, Weizhong; Liu, Wei; Ye, Jieping; Cai, Deng; He, Xiaofei; Wang, Jie Scaling up sparse support vector machines by simultaneous feature and sample reduction. (English) Zbl 1434.68415 J. Mach. Learn. Res. 20, Paper No. 121, 39 p. (2019). MSC: 68T05 62H25 62H30 PDFBibTeX XMLCite \textit{B. Hong} et al., J. Mach. Learn. Res. 20, Paper No. 121, 39 p. (2019; Zbl 1434.68415) Full Text: arXiv Link
Page, Stephen; Grünewälder, Steffen Ivanov-regularised least-squares estimators over large RKHSs and their interpolation spaces. (English) Zbl 1441.62178 J. Mach. Learn. Res. 20, Paper No. 120, 49 p. (2019). MSC: 62J02 62H12 46E22 62-08 65D05 PDFBibTeX XMLCite \textit{S. Page} and \textit{S. Grünewälder}, J. Mach. Learn. Res. 20, Paper No. 120, 49 p. (2019; Zbl 1441.62178) Full Text: arXiv Link
Tan, Kean Ming; Lu, Junwei; Zhang, Tong; Liu, Han Layer-wise learning strategy for nonparametric tensor product smoothing spline regression and graphical models. (English) Zbl 1434.68459 J. Mach. Learn. Res. 20, Paper No. 119, 38 p. (2019). MSC: 68T05 62A09 62G08 62H12 PDFBibTeX XMLCite \textit{K. M. Tan} et al., J. Mach. Learn. Res. 20, Paper No. 119, 38 p. (2019; Zbl 1434.68459) Full Text: Link
Alaya, Mokhtar Z.; Bussy, Simon; Gaïffas, Stéphane; Guilloux, Agathe Binarsity: a penalization for one-hot encoded features in linear supervised learning. (English) Zbl 1434.68389 J. Mach. Learn. Res. 20, Paper No. 118, 34 p. (2019). MSC: 68T05 62F12 PDFBibTeX XMLCite \textit{M. Z. Alaya} et al., J. Mach. Learn. Res. 20, Paper No. 118, 34 p. (2019; Zbl 1434.68389) Full Text: arXiv Link
Bonilla, Edwin V.; Krauth, Karl; Dezfouli, Amir Generic inference in latent Gaussian process models. (English) Zbl 1440.62238 J. Mach. Learn. Res. 20, Paper No. 117, 63 p. (2019). MSC: 62H30 62J05 62F15 60G15 62P30 PDFBibTeX XMLCite \textit{E. V. Bonilla} et al., J. Mach. Learn. Res. 20, Paper No. 117, 63 p. (2019; Zbl 1440.62238) Full Text: arXiv Link
Loukas, Andreas Graph reduction with spectral and cut guarantees. (English) Zbl 1434.68366 J. Mach. Learn. Res. 20, Paper No. 116, 42 p. (2019). MSC: 68R10 05C50 68T05 PDFBibTeX XMLCite \textit{A. Loukas}, J. Mach. Learn. Res. 20, Paper No. 116, 42 p. (2019; Zbl 1434.68366) Full Text: arXiv Link
Gu, Yuqi; Xu, Gongjun Learning attribute patterns in high-dimensional structured latent attribute models. (English) Zbl 1434.68412 J. Mach. Learn. Res. 20, Paper No. 115, 58 p. (2019). MSC: 68T05 62H12 62P25 PDFBibTeX XMLCite \textit{Y. Gu} and \textit{G. Xu}, J. Mach. Learn. Res. 20, Paper No. 115, 58 p. (2019; Zbl 1434.68412) Full Text: arXiv Link
Zhang, Richard Y.; Sojoudi, Somayeh; Lavaei, Javad Sharp restricted isometry bounds for the inexistence of spurious local minima in nonconvex matrix recovery. (English) Zbl 1440.90056 J. Mach. Learn. Res. 20, Paper No. 114, 34 p. (2019). MSC: 90C26 PDFBibTeX XMLCite \textit{R. Y. Zhang} et al., J. Mach. Learn. Res. 20, Paper No. 114, 34 p. (2019; Zbl 1440.90056) Full Text: arXiv Link
Wang, Xiaozhou; Yang, Zhuoyi; Chen, Xi; Liu, Weidong Distributed inference for linear support vector machine. (English) Zbl 1434.68468 J. Mach. Learn. Res. 20, Paper No. 113, 41 p. (2019). MSC: 68T05 62H30 62R07 68T09 PDFBibTeX XMLCite \textit{X. Wang} et al., J. Mach. Learn. Res. 20, Paper No. 113, 41 p. (2019; Zbl 1434.68468) Full Text: arXiv Link
Kaul, Abhishek; Jandhyala, Venkata K.; Fotopoulos, Stergios B. An efficient two step algorithm for high dimensional change point regression models without grid search. (English) Zbl 1434.62151 J. Mach. Learn. Res. 20, Paper No. 111, 40 p. (2019). MSC: 62J05 62H12 62J07 PDFBibTeX XMLCite \textit{A. Kaul} et al., J. Mach. Learn. Res. 20, Paper No. 111, 40 p. (2019; Zbl 1434.62151) Full Text: arXiv Link
Unser, Michael A representer theorem for deep neural networks. (English) Zbl 1434.68526 J. Mach. Learn. Res. 20, Paper No. 110, 30 p. (2019). MSC: 68T07 62M45 PDFBibTeX XMLCite \textit{M. Unser}, J. Mach. Learn. Res. 20, Paper No. 110, 30 p. (2019; Zbl 1434.68526) Full Text: arXiv Link
Soh, De Wen; Tatikonda, Sekhar Learning unfaithful \(K\)-separable Gaussian graphical models. (English) Zbl 1434.68455 J. Mach. Learn. Res. 20, Paper No. 109, 30 p. (2019). MSC: 68T05 62A09 PDFBibTeX XMLCite \textit{D. W. Soh} and \textit{S. Tatikonda}, J. Mach. Learn. Res. 20, Paper No. 109, 30 p. (2019; Zbl 1434.68455) Full Text: Link
Weissbrod, Omer; Kaufman, Shachar; Golan, David; Rosset, Saharon Maximum likelihood for Gaussian process classification and generalized linear mixed models under case-control sampling. (English) Zbl 1441.62177 J. Mach. Learn. Res. 20, Paper No. 108, 30 p. (2019). MSC: 62H30 62J05 62J12 60G15 62P10 92D30 PDFBibTeX XMLCite \textit{O. Weissbrod} et al., J. Mach. Learn. Res. 20, Paper No. 108, 30 p. (2019; Zbl 1441.62177) Full Text: arXiv Link
Zheng, Zemin; Bahadori, M. Taha; Liu, Yan; Lv, Jinchi Scalable interpretable multi-response regression via SEED. (English) Zbl 1441.62214 J. Mach. Learn. Res. 20, Paper No. 107, 34 p. (2019). MSC: 62L12 62J02 62H12 62R07 PDFBibTeX XMLCite \textit{Z. Zheng} et al., J. Mach. Learn. Res. 20, Paper No. 107, 34 p. (2019; Zbl 1441.62214) Full Text: arXiv Link
Luo, Ziyan; Sun, Defeng; Toh, Kim-Chuan; Xiu, Naihua Solving the OSCAR and SLOPE models using a semismooth Newton-based augmented Lagrangian method. (English) Zbl 1434.68430 J. Mach. Learn. Res. 20, Paper No. 106, 25 p. (2019). MSC: 68T05 62J05 62J07 PDFBibTeX XMLCite \textit{Z. Luo} et al., J. Mach. Learn. Res. 20, Paper No. 106, 25 p. (2019; Zbl 1434.68430) Full Text: arXiv Link
Sommerfeld, Max; Schrieber, Jörn; Zemel, Yoav; Munk, Axel Optimal transport: fast probabilistic approximation with exact solvers. (English) Zbl 1441.62216 J. Mach. Learn. Res. 20, Paper No. 105, 23 p. (2019). MSC: 62L20 62P30 62-08 90B06 PDFBibTeX XMLCite \textit{M. Sommerfeld} et al., J. Mach. Learn. Res. 20, Paper No. 105, 23 p. (2019; Zbl 1441.62216) Full Text: arXiv Link
Ruggieri, Salvatore Complete search for feature selection in decision trees. (English) Zbl 1446.68141 J. Mach. Learn. Res. 20, Paper No. 104, 34 p. (2019). Reviewer: Yunwen Lei (Hong Kong) MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{S. Ruggieri}, J. Mach. Learn. Res. 20, Paper No. 104, 34 p. (2019; Zbl 1446.68141) Full Text: Link
Shafieezadeh-Abadeh, Soroosh; Kuhn, Daniel; Esfahani, Peyman Mohajerin Regularization via mass transportation. (English) Zbl 1434.68450 J. Mach. Learn. Res. 20, Paper No. 103, 68 p. (2019). MSC: 68T05 60B10 62F35 62H30 62J05 PDFBibTeX XMLCite \textit{S. Shafieezadeh-Abadeh} et al., J. Mach. Learn. Res. 20, Paper No. 103, 68 p. (2019; Zbl 1434.68450) Full Text: arXiv Link
Balcan, Maria-Florina; Liang, Yingyu; Song, Zhao; Woodruff, David P.; Zhang, Hongyang Non-convex matrix completion and related problems via strong duality. (English) Zbl 1440.15021 J. Mach. Learn. Res. 20, Paper No. 102, 56 p. (2019). MSC: 15A83 15A23 65F99 62H25 90C26 PDFBibTeX XMLCite \textit{M.-F. Balcan} et al., J. Mach. Learn. Res. 20, Paper No. 102, 56 p. (2019; Zbl 1440.15021) Full Text: Link
Shah, Nihar B.; Balakrishnan, Sivaraman; Wainwright, Martin J. Low permutation-rank matrices: structural properties and noisy completion. (English) Zbl 1434.68451 J. Mach. Learn. Res. 20, Paper No. 101, 43 p. (2019). MSC: 68T05 15A83 62C20 62H12 PDFBibTeX XMLCite \textit{N. B. Shah} et al., J. Mach. Learn. Res. 20, Paper No. 101, 43 p. (2019; Zbl 1434.68451) Full Text: arXiv Link
Dang, Khue-Dung; Quiroz, Matias; Kohn, Robert; Tran, Minh-Ngoc; Villani, Mattias Hamiltonian Monte Carlo with energy conserving subsampling. (English) Zbl 1441.62927 J. Mach. Learn. Res. 20, Paper No. 100, 31 p. (2019). MSC: 62R07 62F15 62L20 65C05 PDFBibTeX XMLCite \textit{K.-D. Dang} et al., J. Mach. Learn. Res. 20, Paper No. 100, 31 p. (2019; Zbl 1441.62927) Full Text: arXiv Link
Herlands, William; Neill, Daniel B.; Nickisch, Hannes; Wilson, Andrew Gordon Change surfaces for expressive multidimensional changepoints and counterfactual prediction. (English) Zbl 1441.62106 J. Mach. Learn. Res. 20, Paper No. 99, 51 p. (2019). MSC: 62G10 62M20 62P10 92C60 60G15 PDFBibTeX XMLCite \textit{W. Herlands} et al., J. Mach. Learn. Res. 20, Paper No. 99, 51 p. (2019; Zbl 1441.62106) Full Text: arXiv Link
Liao, Wenjing; Maggioni, Mauro Adaptive geometric multiscale approximations for intrinsically low-dimensional data. (English) Zbl 1446.68140 J. Mach. Learn. Res. 20, Paper No. 98, 63 p. (2019). Reviewer: Yunwen Lei (Hong Kong) MSC: 68T05 62H11 62H25 68T09 PDFBibTeX XMLCite \textit{W. Liao} and \textit{M. Maggioni}, J. Mach. Learn. Res. 20, Paper No. 98, 63 p. (2019; Zbl 1446.68140) Full Text: arXiv Link
Zhang, Lijun; Yang, Tianbao; Jin, Rong; Zhou, Zhi-Hua Relative error bound analysis for nuclear norm regularized matrix completion. (English) Zbl 1440.65053 J. Mach. Learn. Res. 20, Paper No. 97, 22 p. (2019). MSC: 65F55 15A83 PDFBibTeX XMLCite \textit{L. Zhang} et al., J. Mach. Learn. Res. 20, Paper No. 97, 22 p. (2019; Zbl 1440.65053) Full Text: Link
Park, Gunwoong; Park, Sion High-dimensional Poisson structural equation model learning via \(\ell_1\)-regularized regression. (English) Zbl 1434.68445 J. Mach. Learn. Res. 20, Paper No. 95, 41 p. (2019). MSC: 68T05 62F07 62H12 PDFBibTeX XMLCite \textit{G. Park} and \textit{S. Park}, J. Mach. Learn. Res. 20, Paper No. 95, 41 p. (2019; Zbl 1434.68445) Full Text: arXiv Link
Bun, Mark; Nissim, Kobbi; Stemmer, Uri Simultaneous private learning of multiple concepts. (English) Zbl 1434.68398 J. Mach. Learn. Res. 20, Paper No. 94, 34 p. (2019). MSC: 68T05 62H30 68P27 PDFBibTeX XMLCite \textit{M. Bun} et al., J. Mach. Learn. Res. 20, Paper No. 94, 34 p. (2019; Zbl 1434.68398) Full Text: Link
Altschuler, Jason; Brunel, Victor-Emmanuel; Malek, Alan Best arm identification for contaminated bandits. (English) Zbl 1434.68391 J. Mach. Learn. Res. 20, Paper No. 91, 39 p. (2019). MSC: 68T05 62C25 62F35 62L15 PDFBibTeX XMLCite \textit{J. Altschuler} et al., J. Mach. Learn. Res. 20, Paper No. 91, 39 p. (2019; Zbl 1434.68391) Full Text: arXiv Link
Masood, Muhammad A.; Doshi-Velez, Finale A particle-based variational approach to Bayesian non-negative matrix factorization. (English) Zbl 1434.68433 J. Mach. Learn. Res. 20, Paper No. 90, 56 p. (2019). MSC: 68T05 62F15 PDFBibTeX XMLCite \textit{M. A. Masood} and \textit{F. Doshi-Velez}, J. Mach. Learn. Res. 20, Paper No. 90, 56 p. (2019; Zbl 1434.68433) Full Text: arXiv Link
Wu, Anqi; Koyejo, Oluwasanmi; Pillow, Jonathan Dependent relevance determination for smooth and structured sparse regression. (English) Zbl 1434.68473 J. Mach. Learn. Res. 20, Paper No. 89, 43 p. (2019). MSC: 68T05 62F15 62P10 92C55 PDFBibTeX XMLCite \textit{A. Wu} et al., J. Mach. Learn. Res. 20, Paper No. 89, 43 p. (2019; Zbl 1434.68473) Full Text: arXiv Link
Mpoudeu, Merlin; Clarke, Bertrand Model selection via the VC dimension. (English) Zbl 1434.68436 J. Mach. Learn. Res. 20, Paper No. 88, 26 p. (2019). MSC: 68T05 62F05 62F12 62H30 PDFBibTeX XMLCite \textit{M. Mpoudeu} and \textit{B. Clarke}, J. Mach. Learn. Res. 20, Paper No. 88, 26 p. (2019; Zbl 1434.68436) Full Text: arXiv Link
Szabó, Botond; van Zanten, Harry An asymptotic analysis of distributed nonparametric methods. (English) Zbl 1434.68457 J. Mach. Learn. Res. 20, Paper No. 87, 30 p. (2019). MSC: 68T05 62F15 62G05 68W15 PDFBibTeX XMLCite \textit{B. Szabó} and \textit{H. van Zanten}, J. Mach. Learn. Res. 20, Paper No. 87, 30 p. (2019; Zbl 1434.68457) Full Text: arXiv Link
Eftekhari, Armin; Ongie, Gregory; Balzano, Laura; Wakin, Michael B. Streaming principal component analysis from incomplete data. (English) Zbl 1441.62159 J. Mach. Learn. Res. 20, Paper No. 86, 62 p. (2019). MSC: 62H25 62D10 62-08 68W27 PDFBibTeX XMLCite \textit{A. Eftekhari} et al., J. Mach. Learn. Res. 20, Paper No. 86, 62 p. (2019; Zbl 1441.62159) Full Text: arXiv Link
Teixeira, Leonardo V.; Assunção, Renato M.; Loschi, Rosangela H. Bayesian space-time partitioning by sampling and pruning spanning trees. (English) Zbl 1441.62175 J. Mach. Learn. Res. 20, Paper No. 85, 35 p. (2019). MSC: 62H30 62H11 05C90 62P10 62P25 PDFBibTeX XMLCite \textit{L. V. Teixeira} et al., J. Mach. Learn. Res. 20, Paper No. 85, 35 p. (2019; Zbl 1441.62175) Full Text: Link
Letcher, Alistair; Balduzzi, David; Racanière, Sébastien; Martens, James; Foerster, Jakob; Tuyls, Karl; Graepel, Thore Differentiable game mechanics. (English) Zbl 1489.91032 J. Mach. Learn. Res. 20, Paper No. 84, 40 p. (2019). MSC: 91A23 62G05 68T07 PDFBibTeX XMLCite \textit{A. Letcher} et al., J. Mach. Learn. Res. 20, Paper No. 84, 40 p. (2019; Zbl 1489.91032) Full Text: arXiv Link
Mourtada, Jaouad; Gaïffas, Stéphane On the optimality of the Hedge algorithm in the stochastic regime. (English) Zbl 1489.62017 J. Mach. Learn. Res. 20, Paper No. 83, 28 p. (2019). MSC: 62C25 62L10 68W27 PDFBibTeX XMLCite \textit{J. Mourtada} and \textit{S. Gaïffas}, J. Mach. Learn. Res. 20, Paper No. 83, 28 p. (2019; Zbl 1489.62017) Full Text: arXiv Link
Csikós, Mónika; Mustafa, Nabil H.; Kupavskii, Andrey Tight lower bounds on the VC-dimension of geometric set systems. (English) Zbl 1489.62181 J. Mach. Learn. Res. 20, Paper No. 81, 8 p. (2019). MSC: 62H30 68Q32 PDFBibTeX XMLCite \textit{M. Csikós} et al., J. Mach. Learn. Res. 20, Paper No. 81, 8 p. (2019; Zbl 1489.62181) Full Text: Link
Li, Ruilin; Ye, Xiaojing; Zhou, Haomin; Zha, Hongyuan Learning to match via inverse optimal transport. (English) Zbl 1489.62101 J. Mach. Learn. Res. 20, Paper No. 80, 37 p. (2019). MSC: 62G05 60B10 PDFBibTeX XMLCite \textit{R. Li} et al., J. Mach. Learn. Res. 20, Paper No. 80, 37 p. (2019; Zbl 1489.62101) Full Text: arXiv Link
Vaz, Afonso Fernandes; Izbicki, Rafael; Stern, Rafael Bassi Quantification under prior probability shift: the ratio estimator and its extensions. (English) Zbl 1489.62079 J. Mach. Learn. Res. 20, Paper No. 79, 33 p. (2019). MSC: 62F10 62F15 68T20 PDFBibTeX XMLCite \textit{A. F. Vaz} et al., J. Mach. Learn. Res. 20, Paper No. 79, 33 p. (2019; Zbl 1489.62079) Full Text: arXiv Link
Bhadra, Anindya; Datta, Jyotishka; Li, Yunfan; Polson, Nicholas G.; Willard, Brandon Prediction risk for the horseshoe regression. (English) Zbl 1489.62196 J. Mach. Learn. Res. 20, Paper No. 78, 39 p. (2019). MSC: 62J05 62H30 62F15 62J07 PDFBibTeX XMLCite \textit{A. Bhadra} et al., J. Mach. Learn. Res. 20, Paper No. 78, 39 p. (2019; Zbl 1489.62196) Full Text: arXiv Link
Fan, Yingying; Demirkaya, Emre; Lv, Jinchi Nonuniformity of \(p\)-values can occur early in diverging dimensions. (English) Zbl 1489.62225 J. Mach. Learn. Res. 20, Paper No. 77, 33 p. (2019). MSC: 62J12 62F35 62H15 PDFBibTeX XMLCite \textit{Y. Fan} et al., J. Mach. Learn. Res. 20, Paper No. 77, 33 p. (2019; Zbl 1489.62225) Full Text: arXiv Link
Yu, Shiqing; Drton, Mathias; Shojaie, Ali Generalized score matching for non-negative data. (English) Zbl 1489.62082 J. Mach. Learn. Res. 20, Paper No. 76, 70 p. (2019). MSC: 62F10 60E99 62F12 PDFBibTeX XMLCite \textit{S. Yu} et al., J. Mach. Learn. Res. 20, Paper No. 76, 70 p. (2019; Zbl 1489.62082) Full Text: arXiv Link