Kovachki, Nikola; Lanthaler, Samuel; Mishra, Siddhartha On universal approximation and error bounds for Fourier neural operators. (English) Zbl 07626805 J. Mach. Learn. Res. 22, Paper No. 290, 76 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{N. Kovachki} et al., J. Mach. Learn. Res. 22, Paper No. 290, 76 p. (2021; Zbl 07626805) Full Text: arXiv Link
Zintgraf, Luisa; Schulze, Sebastian; Lu, Cong; Feng, Leo; Igl, Maximilian; Shiarlis, Kyriacos; Gal, Yarin; Hofmann, Katja; Whiteson, Shimon VariBAD: variational Bayes-adaptive deep RL via meta-learning. (English) Zbl 07626804 J. Mach. Learn. Res. 22, Paper No. 289, 39 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{L. Zintgraf} et al., J. Mach. Learn. Res. 22, Paper No. 289, 39 p. (2021; Zbl 07626804) Full Text: Link
Campi, Marco C.; Garatti, Simone A theory of the risk for optimization with relaxation and its application to support vector machines. (English) Zbl 07626803 J. Mach. Learn. Res. 22, Paper No. 288, 38 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{M. C. Campi} and \textit{S. Garatti}, J. Mach. Learn. Res. 22, Paper No. 288, 38 p. (2021; Zbl 07626803) Full Text: Link
Zhou, Zhengze; Mentch, Lucas; Hooker, Giles \(V\)-statistics and variance estimation. (English) Zbl 07626802 J. Mach. Learn. Res. 22, Paper No. 287, 48 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{Z. Zhou} et al., J. Mach. Learn. Res. 22, Paper No. 287, 48 p. (2021; Zbl 07626802) Full Text: arXiv Link
Shi, Chengchun; Luo, Shikai; Zhu, Hongtu; Song, Rui An online sequential test for qualitative treatment effects. (English) Zbl 07626801 J. Mach. Learn. Res. 22, Paper No. 286, 51 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{C. Shi} et al., J. Mach. Learn. Res. 22, Paper No. 286, 51 p. (2021; Zbl 07626801) Full Text: arXiv Link
Shi, Chengchun; Xu, Tianlin; Bergsma, Wicher; Li, Lexin Double generative adversarial networks for conditional independence testing. (English) Zbl 07626800 J. Mach. Learn. Res. 22, Paper No. 285, 32 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{C. Shi} et al., J. Mach. Learn. Res. 22, Paper No. 285, 32 p. (2021; Zbl 07626800) Full Text: arXiv Link
Kerdreux, Thomas; Roux, Christophe; d’Aspremont, Alexandre; Pokutta, Sebastian Linear bandits on uniformly convex sets. (English) Zbl 07626799 J. Mach. Learn. Res. 22, Paper No. 284, 23 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{T. Kerdreux} et al., J. Mach. Learn. Res. 22, Paper No. 284, 23 p. (2021; Zbl 07626799) Full Text: arXiv Link
Allerbo, Oskar; Jörnsten, Rebecka Non-linear, sparse dimensionality reduction via path Lasso penalized autoencoders. (English) Zbl 07626798 J. Mach. Learn. Res. 22, Paper No. 283, 28 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{O. Allerbo} and \textit{R. Jörnsten}, J. Mach. Learn. Res. 22, Paper No. 283, 28 p. (2021; Zbl 07626798) Full Text: arXiv Link
Kohli, Dhruv; Cloninger, Alexander; Mishne, Gal LDLE: low distortion local eigenmaps. (English) Zbl 07626797 J. Mach. Learn. Res. 22, Paper No. 282, 64 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{D. Kohli} et al., J. Mach. Learn. Res. 22, Paper No. 282, 64 p. (2021; Zbl 07626797) Full Text: arXiv Link
Tosh, Christopher; Krishnamurthy, Akshay; Hsu, Daniel Contrastive estimation reveals topic posterior information to linear models. (English) Zbl 07626796 J. Mach. Learn. Res. 22, Paper No. 281, 31 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{C. Tosh} et al., J. Mach. Learn. Res. 22, Paper No. 281, 31 p. (2021; Zbl 07626796) Full Text: arXiv Link
Yu, Liren; Xu, Jiaming; Lin, Xiaojun Graph matching with partially-correct seeds. (English) Zbl 07626795 J. Mach. Learn. Res. 22, Paper No. 280, 54 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{L. Yu} et al., J. Mach. Learn. Res. 22, Paper No. 280, 54 p. (2021; Zbl 07626795) Full Text: arXiv Link
Neely, Michael J. Fast learning for renewal optimization in online task scheduling. (English) Zbl 07626794 J. Mach. Learn. Res. 22, Paper No. 279, 44 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{M. J. Neely}, J. Mach. Learn. Res. 22, Paper No. 279, 44 p. (2021; Zbl 07626794) Full Text: arXiv Link
Fujisawa, Masahiro; Sato, Issei Multilevel Monte Carlo variational inference. (English) Zbl 07626793 J. Mach. Learn. Res. 22, Paper No. 278, 44 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{M. Fujisawa} and \textit{I. Sato}, J. Mach. Learn. Res. 22, Paper No. 278, 44 p. (2021; Zbl 07626793) Full Text: arXiv Link
D’Eramo, Carlo; Cini, Andrea; Nuara, Alessandro; Pirotta, Matteo; Alippi, Cesare; Peters, Jan; Restelli, Marcello Gaussian approximation for bias reduction in Q-learning. (English) Zbl 07626792 J. Mach. Learn. Res. 22, Paper No. 277, 51 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{C. D'Eramo} et al., J. Mach. Learn. Res. 22, Paper No. 277, 51 p. (2021; Zbl 07626792) Full Text: Link
Lederer, Johannes; Vogt, Michael Estimating the lasso’s effective noise. (English) Zbl 07626791 J. Mach. Learn. Res. 22, Paper No. 276, 32 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Lederer} and \textit{M. Vogt}, J. Mach. Learn. Res. 22, Paper No. 276, 32 p. (2021; Zbl 07626791) Full Text: arXiv Link
Ho, Chin Pang; Petrik, Marek; Wiesemann, Wolfram Partial policy iteration for \(L_1\)-robust Markov decision processes. (English) Zbl 07626790 J. Mach. Learn. Res. 22, Paper No. 275, 46 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{C. P. Ho} et al., J. Mach. Learn. Res. 22, Paper No. 275, 46 p. (2021; Zbl 07626790) Full Text: arXiv Link
Liu, Bin; Zhang, Xinsheng; Liu, Yufeng Simultaneous change point inference and structure recovery for high dimensional Gaussian graphical models. (English) Zbl 07626789 J. Mach. Learn. Res. 22, Paper No. 274, 62 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{B. Liu} et al., J. Mach. Learn. Res. 22, Paper No. 274, 62 p. (2021; Zbl 07626789) Full Text: Link
Gourdeau, Pascale; Kanade, Varun; Kwiatkowska, Marta; Worrell, James On the hardness of robust classification. (English) Zbl 07626788 J. Mach. Learn. Res. 22, Paper No. 273, 29 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{P. Gourdeau} et al., J. Mach. Learn. Res. 22, Paper No. 273, 29 p. (2021; Zbl 07626788) Full Text: arXiv Link
Levie, Ron; Huang, Wei; Bucci, Lorenzo; Bronstein, Michael; Kutyniok, Gitta Transferability of spectral graph convolutional neural networks. (English) Zbl 07626787 J. Mach. Learn. Res. 22, Paper No. 272, 59 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{R. Levie} et al., J. Mach. Learn. Res. 22, Paper No. 272, 59 p. (2021; Zbl 07626787) Full Text: arXiv Link
Clark, William; Ghaffari, Maani; Bloch, Anthony Nonparametric continuous sensor registration. (English) Zbl 07626786 J. Mach. Learn. Res. 22, Paper No. 271, 50 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{W. Clark} et al., J. Mach. Learn. Res. 22, Paper No. 271, 50 p. (2021; Zbl 07626786) Full Text: arXiv Link
Khalife, Sammy; Gonçalves, Douglas; Allouah, Youssef; Liberti, Leo Further results on latent discourse models and word embeddings. (English) Zbl 07626785 J. Mach. Learn. Res. 22, Paper No. 270, 36 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Khalife} et al., J. Mach. Learn. Res. 22, Paper No. 270, 36 p. (2021; Zbl 07626785) Full Text: Link
Baskin, Chaim; Chmiel, Brian; Zheltonozhskii, Evgenii; Banner, Ron; Bronstein, Alex M.; Mendelson, Avi CAT: compression-aware training for bandwidth reduction. (English) Zbl 07626784 J. Mach. Learn. Res. 22, Paper No. 269, 20 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{C. Baskin} et al., J. Mach. Learn. Res. 22, Paper No. 269, 20 p. (2021; Zbl 07626784) Full Text: arXiv Link
Raffin, Antonin; Hill, Ashley; Gleave, Adam; Kanervisto, Anssi; Ernestus, Maximilian; Dormann, Noah Stable-Baselines3: reliable reinforcement learning implementations. (English) Zbl 07626783 J. Mach. Learn. Res. 22, Paper No. 268, 8 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{A. Raffin} et al., J. Mach. Learn. Res. 22, Paper No. 268, 8 p. (2021; Zbl 07626783) Full Text: Link
Hashimoto, Yuka; Ishikawa, Isao; Ikeda, Masahiro; Komura, Fuyuta; Katsura, Takeshi; Kawahara, Yoshinobu Reproducing kernel Hilbert \(C^\ast \)-module and kernel mean embeddings. (English) Zbl 07626782 J. Mach. Learn. Res. 22, Paper No. 267, 56 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{Y. Hashimoto} et al., J. Mach. Learn. Res. 22, Paper No. 267, 56 p. (2021; Zbl 07626782) Full Text: arXiv Link
Luo, Xiang Ge; Moffa, Giusi; Kuipers, Jack Learning Bayesian networks from ordinal data. (English) Zbl 07626781 J. Mach. Learn. Res. 22, Paper No. 266, 44 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{X. G. Luo} et al., J. Mach. Learn. Res. 22, Paper No. 266, 44 p. (2021; Zbl 07626781) Full Text: arXiv Link
Wang, Feicheng; Janson, Lucas Exact asymptotics for linear quadratic adaptive control. (English) Zbl 07626780 J. Mach. Learn. Res. 22, Paper No. 265, 112 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{F. Wang} and \textit{L. Janson}, J. Mach. Learn. Res. 22, Paper No. 265, 112 p. (2021; Zbl 07626780) Full Text: arXiv Link
Cucuringu, Mihai; Singh, Apoorv Vikram; Sulem, Déborah; Tyagi, Hemant Regularized spectral methods for clustering signed networks. (English) Zbl 07626779 J. Mach. Learn. Res. 22, Paper No. 264, 79 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{M. Cucuringu} et al., J. Mach. Learn. Res. 22, Paper No. 264, 79 p. (2021; Zbl 07626779) Full Text: arXiv Link
Christof, Constantin On the stability properties and the optimization landscape of training problems with squared loss for neural networks and general nonlinear conic approximation schemes. (English) Zbl 07626778 J. Mach. Learn. Res. 22, Paper No. 263, 77 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{C. Christof}, J. Mach. Learn. Res. 22, Paper No. 263, 77 p. (2021; Zbl 07626778) Full Text: arXiv Link
Liu, Chong; Zhu, Yuqing; Chaudhuri, Kamalika; Wang, Yu-Xiang Revisiting model-agnostic private learning: faster rates and active learning. (English) Zbl 07626777 J. Mach. Learn. Res. 22, Paper No. 262, 44 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{C. Liu} et al., J. Mach. Learn. Res. 22, Paper No. 262, 44 p. (2021; Zbl 07626777) Full Text: arXiv Link
Chen, Yuansi; Bühlmann, Peter Domain adaptation under structural causal models. (English) Zbl 07626776 J. Mach. Learn. Res. 22, Paper No. 261, 80 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{Y. Chen} and \textit{P. Bühlmann}, J. Mach. Learn. Res. 22, Paper No. 261, 80 p. (2021; Zbl 07626776) Full Text: arXiv Link
Dai, Xiaowu; Jordan, Michael I. Learning strategies in decentralized matching markets under uncertain preferences. (English) Zbl 07626775 J. Mach. Learn. Res. 22, Paper No. 260, 50 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{X. Dai} and \textit{M. I. Jordan}, J. Mach. Learn. Res. 22, Paper No. 260, 50 p. (2021; Zbl 07626775) Full Text: arXiv Link
Chen, Chang; Deng, Fei; Ahn, Sungjin ROOTS: object-centric representation and rendering of 3D scenes. (English) Zbl 07626774 J. Mach. Learn. Res. 22, Paper No. 259, 36 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{C. Chen} et al., J. Mach. Learn. Res. 22, Paper No. 259, 36 p. (2021; Zbl 07626774) Full Text: arXiv Link
Wei, Dennis; Ramamurthy, Karthikeyan Natesan; Calmon, Flavio P. Optimized score transformation for consistent fair classification. (English) Zbl 07626773 J. Mach. Learn. Res. 22, Paper No. 258, 78 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{D. Wei} et al., J. Mach. Learn. Res. 22, Paper No. 258, 78 p. (2021; Zbl 07626773) Full Text: arXiv Link
Zhou, Tianhui; Li, Yitong; Wu, Yuan; Carlson, David Estimating uncertainty intervals from collaborating networks. (English) Zbl 07626772 J. Mach. Learn. Res. 22, Paper No. 257, 47 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{T. Zhou} et al., J. Mach. Learn. Res. 22, Paper No. 257, 47 p. (2021; Zbl 07626772) Full Text: arXiv Link
Zhou, Jiaying; Ding, Jie; Tan, Kean Ming; Tarokh, Vahid Model linkage selection for cooperative learning. (English) Zbl 07626771 J. Mach. Learn. Res. 22, Paper No. 256, 44 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Zhou} et al., J. Mach. Learn. Res. 22, Paper No. 256, 44 p. (2021; Zbl 07626771) Full Text: arXiv Link
Luedtke, Alex; Chung, Incheoul; Sofrygin, Oleg Adversarial Monte Carlo meta-learning of optimal prediction procedures. (English) Zbl 07626770 J. Mach. Learn. Res. 22, Paper No. 255, 67 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{A. Luedtke} et al., J. Mach. Learn. Res. 22, Paper No. 255, 67 p. (2021; Zbl 07626770) Full Text: arXiv Link
Guo, Zijian; Rakshit, Prabrisha; Herman, Daniel S.; Chen, Jinbo Inference for the case probability in high-dimensional logistic regression. (English) Zbl 07626769 J. Mach. Learn. Res. 22, Paper No. 254, 54 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{Z. Guo} et al., J. Mach. Learn. Res. 22, Paper No. 254, 54 p. (2021; Zbl 07626769) Full Text: arXiv Link
Zhang, Shao-Qun; Zhang, Zhao-Yu; Zhou, Zhi-Hua Bifurcation spiking neural network. (English) Zbl 07626768 J. Mach. Learn. Res. 22, Paper No. 253, 21 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{S.-Q. Zhang} et al., J. Mach. Learn. Res. 22, Paper No. 253, 21 p. (2021; Zbl 07626768) Full Text: arXiv Link
Jagalur-Mohan, Jayanth; Marzouk, Youssef Batch greedy maximization of non-submodular functions: guarantees and applications to experimental design. (English) Zbl 07626767 J. Mach. Learn. Res. 22, Paper No. 252, 62 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Jagalur-Mohan} and \textit{Y. Marzouk}, J. Mach. Learn. Res. 22, Paper No. 252, 62 p. (2021; Zbl 07626767) Full Text: arXiv Link
Goulet, James-A.; Nguyen, Luong Ha; Amiri, Saeid Tractable approximate Gaussian inference for Bayesian neural networks. (English) Zbl 07626766 J. Mach. Learn. Res. 22, Paper No. 251, 23 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{J.-A. Goulet} et al., J. Mach. Learn. Res. 22, Paper No. 251, 23 p. (2021; Zbl 07626766) Full Text: arXiv Link
Roy, Arkaprava; Borg, Jana Schaich; Dunson, David B. Bayesian time-aligned factor analysis of paired multivariate time series. (English) Zbl 07626765 J. Mach. Learn. Res. 22, Paper No. 250, 27 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{A. Roy} et al., J. Mach. Learn. Res. 22, Paper No. 250, 27 p. (2021; Zbl 07626765) Full Text: arXiv Link
Xu, Zhiqiang; Li, Ping On the Riemannian search for eigenvector computation. (English) Zbl 07626764 J. Mach. Learn. Res. 22, Paper No. 249, 46 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{Z. Xu} and \textit{P. Li}, J. Mach. Learn. Res. 22, Paper No. 249, 46 p. (2021; Zbl 07626764) Full Text: Link
Wang, Daren; Zhao, Zifeng; Lin, Kevin Z.; Willett, Rebecca Statistically and computationally efficient change point localization in regression settings. (English) Zbl 07626763 J. Mach. Learn. Res. 22, Paper No. 248, 46 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{D. Wang} et al., J. Mach. Learn. Res. 22, Paper No. 248, 46 p. (2021; Zbl 07626763) Full Text: arXiv Link
Green, Alden; Balakrishnan, Sivaraman; Tibshirani, Ryan J. Statistical guarantees for local spectral clustering on random neighborhood graphs. (English) Zbl 07626762 J. Mach. Learn. Res. 22, Paper No. 247, 71 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{A. Green} et al., J. Mach. Learn. Res. 22, Paper No. 247, 71 p. (2021; Zbl 07626762) Full Text: arXiv Link
Kaufmann, Emilie; Koolen, Wouter M. Mixture martingales revisited with applications to sequential tests and confidence intervals. (English) Zbl 07626761 J. Mach. Learn. Res. 22, Paper No. 246, 44 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{E. Kaufmann} and \textit{W. M. Koolen}, J. Mach. Learn. Res. 22, Paper No. 246, 44 p. (2021; Zbl 07626761) Full Text: arXiv Link
Okuno, Takayuki; Takeda, Akiko; Kawana, Akihiro; Watanabe, Motokazu On \(\ell_p\)-hyperparameter learning via bilevel nonsmooth optimization. (English) Zbl 07626760 J. Mach. Learn. Res. 22, Paper No. 245, 47 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{T. Okuno} et al., J. Mach. Learn. Res. 22, Paper No. 245, 47 p. (2021; Zbl 07626760) Full Text: arXiv Link
Koepernik, Peter; Pfaff, Florian Consistency of Gaussian process regression in metric spaces. (English) Zbl 07626759 J. Mach. Learn. Res. 22, Paper No. 244, 27 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{P. Koepernik} and \textit{F. Pfaff}, J. Mach. Learn. Res. 22, Paper No. 244, 27 p. (2021; Zbl 07626759) Full Text: Link
Liu, Sifan; Owen, Art B. Quasi-Monte Carlo quasi-Newton in variational Bayes. (English) Zbl 07626758 J. Mach. Learn. Res. 22, Paper No. 243, 23 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Liu} and \textit{A. B. Owen}, J. Mach. Learn. Res. 22, Paper No. 243, 23 p. (2021; Zbl 07626758) Full Text: arXiv Link
Sanz-Serna, Jesus Maria; Zygalakis, Konstantinos C. Wasserstein distance estimates for the distributions of numerical approximations to ergodic stochastic differential equations. (English) Zbl 07626757 J. Mach. Learn. Res. 22, Paper No. 242, 37 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{J. M. Sanz-Serna} and \textit{K. C. Zygalakis}, J. Mach. Learn. Res. 22, Paper No. 242, 37 p. (2021; Zbl 07626757) Full Text: arXiv Link
Hoefler, Torsten; Alistarh, Dan; Ben-Nun, Tal; Dryden, Nikoli; Peste, Alexandra Sparsity in deep learning: pruning and growth for efficient inference and training in neural networks. (English) Zbl 07626756 J. Mach. Learn. Res. 22, Paper No. 241, 124 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{T. Hoefler} et al., J. Mach. Learn. Res. 22, Paper No. 241, 124 p. (2021; Zbl 07626756) Full Text: arXiv Link
Liu, Meng; Luo, Youzhi; Wang, Limei; Xie, Yaochen; Yuan, Hao; Gui, Shurui; Yu, Haiyang; Xu, Zhao; Zhang, Jingtun; Liu, Yi; Yan, Keqiang; Liu, Haoran; Fu, Cong; Oztekin, Bora M.; Zhang, Xuan; Ji, Shuiwang DIG: a turnkey library for diving into graph deep learning research. (English) Zbl 07626755 J. Mach. Learn. Res. 22, Paper No. 240, 9 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{M. Liu} et al., J. Mach. Learn. Res. 22, Paper No. 240, 9 p. (2021; Zbl 07626755) Full Text: arXiv Link
Gürbüzbalaban, Mert; Gao, Xuefeng; Hu, Yuanhan; Zhu, Lingjiong Decentralized stochastic gradient Langevin dynamics and Hamiltonian Monte Carlo. (English) Zbl 07626754 J. Mach. Learn. Res. 22, Paper No. 239, 69 p. (2021). MSC: 62F15 65C05 82C31 PDFBibTeX XMLCite \textit{M. Gürbüzbalaban} et al., J. Mach. Learn. Res. 22, Paper No. 239, 69 p. (2021; Zbl 07626754) Full Text: arXiv Link
Ye, Haishan; Zhang, Tong DeEPCA: decentralized exact PCA with linear convergence rate. (English) Zbl 07626753 J. Mach. Learn. Res. 22, Paper No. 238, 27 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{H. Ye} and \textit{T. Zhang}, J. Mach. Learn. Res. 22, Paper No. 238, 27 p. (2021; Zbl 07626753) Full Text: arXiv Link
Fornasier, Massimo; Pareschi, Lorenzo; Huang, Hui; Sünnen, Philippe Consensus-based optimization on the sphere: convergence to global minimizers and machine learning. (English) Zbl 07626752 J. Mach. Learn. Res. 22, Paper No. 237, 55 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{M. Fornasier} et al., J. Mach. Learn. Res. 22, Paper No. 237, 55 p. (2021; Zbl 07626752) Full Text: arXiv Link
Dantas, Cassio F.; Soubies, Emmanuel; Févotte, Cédric Expanding boundaries of gap safe screening. (English) Zbl 07626751 J. Mach. Learn. Res. 22, Paper No. 236, 57 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{C. F. Dantas} et al., J. Mach. Learn. Res. 22, Paper No. 236, 57 p. (2021; Zbl 07626751) Full Text: arXiv Link
Moss, Henry B.; Leslie, David S.; Gonzalez, Javier; Rayson, Paul GIBBON: general-purpose information-based Bayesian optimisation. (English) Zbl 07626750 J. Mach. Learn. Res. 22, Paper No. 235, 49 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{H. B. Moss} et al., J. Mach. Learn. Res. 22, Paper No. 235, 49 p. (2021; Zbl 07626750) Full Text: arXiv Link
Loper, Jackson; Blei, David; Cunningham, John P.; Paninski, Liam A general linear-time inference method for Gaussian processes on one dimension. (English) Zbl 07626749 J. Mach. Learn. Res. 22, Paper No. 234, 36 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Loper} et al., J. Mach. Learn. Res. 22, Paper No. 234, 36 p. (2021; Zbl 07626749) Full Text: arXiv Link
Sicks, Robert; Korn, Ralf; Schwaar, Stefanie A generalised linear model framework for \(\beta \)-variational autoencoders based on exponential dispersion families. (English) Zbl 07626748 J. Mach. Learn. Res. 22, Paper No. 233, 41 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{R. Sicks} et al., J. Mach. Learn. Res. 22, Paper No. 233, 41 p. (2021; Zbl 07626748) Full Text: arXiv Link
Cockayne, Jon; Ipsen, Ilse C. F.; Oates, Chris J.; Reid, Tim W. Probabilistic iterative methods for linear systems. (English) Zbl 07626747 J. Mach. Learn. Res. 22, Paper No. 232, 34 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Cockayne} et al., J. Mach. Learn. Res. 22, Paper No. 232, 34 p. (2021; Zbl 07626747) Full Text: arXiv Link
van Veen, Rick; Biehl, Michael; de Vries, Gert-Jan sklvq: scikit learning vector quantization. (English) Zbl 07626746 J. Mach. Learn. Res. 22, Paper No. 231, 6 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{R. van Veen} et al., J. Mach. Learn. Res. 22, Paper No. 231, 6 p. (2021; Zbl 07626746) Full Text: Link
Chrétien, Stéphane; Cucuringu, Mihai; Lecué, Guillaume; Neirac, Lucie Learning with semi-definite programming: statistical bounds based on fixed point analysis and excess risk curvature. (English) Zbl 07626745 J. Mach. Learn. Res. 22, Paper No. 230, 64 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Chrétien} et al., J. Mach. Learn. Res. 22, Paper No. 230, 64 p. (2021; Zbl 07626745) Full Text: arXiv Link
Biscione, Valerio; Bowers, Jeffrey S. Convolutional neural networks are not invariant to translation, but they can learn to be. (English) Zbl 07626744 J. Mach. Learn. Res. 22, Paper No. 229, 28 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{V. Biscione} and \textit{J. S. Bowers}, J. Mach. Learn. Res. 22, Paper No. 229, 28 p. (2021; Zbl 07626744) Full Text: arXiv Link
Liang, Tengyuan How well generative adversarial networks learn distributions. (English) Zbl 07626743 J. Mach. Learn. Res. 22, Paper No. 228, 41 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{T. Liang}, J. Mach. Learn. Res. 22, Paper No. 228, 41 p. (2021; Zbl 07626743) Full Text: arXiv Link
Pérez-Ortiz, María; Risvaplata, Omar; Shawe-Taylor, John; Szepesvári, Csaba Tighter risk certificates for neural networks. (English) Zbl 07626742 J. Mach. Learn. Res. 22, Paper No. 227, 40 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{M. Pérez-Ortiz} et al., J. Mach. Learn. Res. 22, Paper No. 227, 40 p. (2021; Zbl 07626742) Full Text: arXiv Link
Liu, Yang; Fan, Tao; Chen, Tianjian; Xu, Qian; Yang, Qiang FATE: an industrial grade platform for collaborative learning with data protection. (English) Zbl 07626741 J. Mach. Learn. Res. 22, Paper No. 226, 6 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{Y. Liu} et al., J. Mach. Learn. Res. 22, Paper No. 226, 6 p. (2021; Zbl 07626741) Full Text: Link
Wang, Rui; Xu, Yuesheng Representer theorems in Banach spaces: minimum norm interpolation, regularized learning and semi-discrete inverse problems. (English) Zbl 1507.68261 J. Mach. Learn. Res. 22, Paper No. 225, 65 p. (2021). MSC: 68T05 41A65 46B20 46N10 PDFBibTeX XMLCite \textit{R. Wang} and \textit{Y. Xu}, J. Mach. Learn. Res. 22, Paper No. 225, 65 p. (2021; Zbl 1507.68261) Full Text: arXiv Link
Duan, Leo L.; Dunson, David B. Bayesian distance clustering. (English) Zbl 07626739 J. Mach. Learn. Res. 22, Paper No. 224, 27 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{L. L. Duan} and \textit{D. B. Dunson}, J. Mach. Learn. Res. 22, Paper No. 224, 27 p. (2021; Zbl 07626739) Full Text: arXiv Link
de Vilmarest, Joseph; Wintenberger, Olivier Stochastic online optimization using Kalman recursion. (English) Zbl 07626738 J. Mach. Learn. Res. 22, Paper No. 223, 55 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{J. de Vilmarest} and \textit{O. Wintenberger}, J. Mach. Learn. Res. 22, Paper No. 223, 55 p. (2021; Zbl 07626738) Full Text: arXiv Link
Muthukumar, Vidya; Narang, Adhyyan; Subramanian, Vignesh; Belkin, Mikhail; Hsu, Daniel; Sahai, Anant Classification vs regression in overparameterized regimes: does the loss function matter? (English) Zbl 07626737 J. Mach. Learn. Res. 22, Paper No. 222, 69 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{V. Muthukumar} et al., J. Mach. Learn. Res. 22, Paper No. 222, 69 p. (2021; Zbl 07626737) Full Text: arXiv Link
Richardson, Eitan; Weiss, Yair A Bayes-optimal view on adversarial examples. (English) Zbl 07626736 J. Mach. Learn. Res. 22, Paper No. 221, 28 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{E. Richardson} and \textit{Y. Weiss}, J. Mach. Learn. Res. 22, Paper No. 221, 28 p. (2021; Zbl 07626736) Full Text: arXiv Link
Chen, Xi; Chernozhukov, Victor; Fernandez-Val, Ivan; Kostyshak, Scott; Luo, Ye Shape-enforcing operators for generic point and interval estimators of functions. (English) Zbl 07626735 J. Mach. Learn. Res. 22, Paper No. 220, 42 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{X. Chen} et al., J. Mach. Learn. Res. 22, Paper No. 220, 42 p. (2021; Zbl 07626735) Full Text: arXiv Link
Papadogeorgou, Georgia; Zhang, Zhengwu; Dunson, David B. Soft tensor regression. (English) Zbl 07626734 J. Mach. Learn. Res. 22, Paper No. 219, 53 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{G. Papadogeorgou} et al., J. Mach. Learn. Res. 22, Paper No. 219, 53 p. (2021; Zbl 07626734) Full Text: arXiv Link
Zhong, Zixin; Chueng, Wang Chi; Tan, Vincent Y. F. Thompson sampling algorithms for cascading bandits. (English) Zbl 07626733 J. Mach. Learn. Res. 22, Paper No. 218, 66 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{Z. Zhong} et al., J. Mach. Learn. Res. 22, Paper No. 218, 66 p. (2021; Zbl 07626733) Full Text: arXiv Link
Dall’Amico, Lorenzo; Couillet, Romain; Tremblay, Nicolas A unified framework for spectral clustering in sparse graphs. (English) Zbl 07626732 J. Mach. Learn. Res. 22, Paper No. 217, 56 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{L. Dall'Amico} et al., J. Mach. Learn. Res. 22, Paper No. 217, 56 p. (2021; Zbl 07626732) Full Text: arXiv Link
Zheng, Lili; Raskutti, Garvesh; Willett, Rebecca; Mark, Benjamin Context-dependent networks in multivariate time series: models, methods, and risk bounds in high dimensions. (English) Zbl 07626731 J. Mach. Learn. Res. 22, Paper No. 216, 88 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{L. Zheng} et al., J. Mach. Learn. Res. 22, Paper No. 216, 88 p. (2021; Zbl 07626731) Full Text: arXiv Link
Rościszewski, Paweł; Martyniak, Michał; Schodowski, Filip TensorHive: management of exclusive GPU access for distributed machine learning workloads. (English) Zbl 07626730 J. Mach. Learn. Res. 22, Paper No. 215, 5 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{P. Rościszewski} et al., J. Mach. Learn. Res. 22, Paper No. 215, 5 p. (2021; Zbl 07626730) Full Text: Link
Baniecki, Hubert; Kretowicz, Wojciech; Piątyszek, Piotr; Wiśniewski, Jakub; Biecek, Przemysław dalex: responsible machine learning with interactive explainability and fairness in Python. (English) Zbl 07626729 J. Mach. Learn. Res. 22, Paper No. 214, 7 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{H. Baniecki} et al., J. Mach. Learn. Res. 22, Paper No. 214, 7 p. (2021; Zbl 07626729) Full Text: arXiv Link
Wang, Jianyu; Joshi, Gauri Cooperative SGD: a unified framework for the design and analysis of local-update SGD algorithms. (English) Zbl 07626728 J. Mach. Learn. Res. 22, Paper No. 213, 50 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Wang} and \textit{G. Joshi}, J. Mach. Learn. Res. 22, Paper No. 213, 50 p. (2021; Zbl 07626728) Full Text: Link
Ergen, Tolga; Pilanci, Mert Convex geometry and duality of over-parameterized neural networks. (English) Zbl 07626727 J. Mach. Learn. Res. 22, Paper No. 212, 63 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{T. Ergen} and \textit{M. Pilanci}, J. Mach. Learn. Res. 22, Paper No. 212, 63 p. (2021; Zbl 07626727) Full Text: arXiv Link
Liu, Lydia T.; Ruan, Feng; Mania, Horia; Jordan, Michael I. Bandit learning in decentralized matching markets. (English) Zbl 07626726 J. Mach. Learn. Res. 22, Paper No. 211, 34 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{L. T. Liu} et al., J. Mach. Learn. Res. 22, Paper No. 211, 34 p. (2021; Zbl 07626726) Full Text: arXiv Link
Rakhsha, Amin; Radanovic, Goran; Devidze, Rati; Zhu, Xiaojin; Singla, Adish Policy teaching in reinforcement learning via environment poisoning attacks. (English) Zbl 07626725 J. Mach. Learn. Res. 22, Paper No. 210, 45 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{A. Rakhsha} et al., J. Mach. Learn. Res. 22, Paper No. 210, 45 p. (2021; Zbl 07626725) Full Text: arXiv Link
Covert, Ian C.; Lundberg, Scott; Lee, Su-In Explaining by removing: a unified framework for model explanation. (English) Zbl 07626724 J. Mach. Learn. Res. 22, Paper No. 209, 90 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{I. C. Covert} et al., J. Mach. Learn. Res. 22, Paper No. 209, 90 p. (2021; Zbl 07626724) Full Text: arXiv Link
Grünewälder, Steffen; Khaleghi, Azadeh Oblivious data for fairness with kernels. (English) Zbl 07626723 J. Mach. Learn. Res. 22, Paper No. 208, 36 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Grünewälder} and \textit{A. Khaleghi}, J. Mach. Learn. Res. 22, Paper No. 208, 36 p. (2021; Zbl 07626723) Full Text: arXiv Link
Nguyen, Lam M.; Tran-Dinh, Quoc; Phan, Dzung T.; Nguyen, Phuong Ha; van Dijk, Marten A unified convergence analysis for shuffling-type gradient methods. (English) Zbl 07626722 J. Mach. Learn. Res. 22, Paper No. 207, 44 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{L. M. Nguyen} et al., J. Mach. Learn. Res. 22, Paper No. 207, 44 p. (2021; Zbl 07626722) Full Text: arXiv Link
Kim, Jeongho; Shin, Jaeuk; Yang, Insoon Hamilton-Jacobi deep Q-learning for deterministic continuous-time systems with Lipschitz continuous controls. (English) Zbl 07626721 J. Mach. Learn. Res. 22, Paper No. 206, 34 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Kim} et al., J. Mach. Learn. Res. 22, Paper No. 206, 34 p. (2021; Zbl 07626721) Full Text: arXiv Link
Ding, Zhiyan; Li, Qin Langevin Monte Carlo: random coordinate descent and variance reduction. (English) Zbl 07626720 J. Mach. Learn. Res. 22, Paper No. 205, 51 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{Z. Ding} and \textit{Q. Li}, J. Mach. Learn. Res. 22, Paper No. 205, 51 p. (2021; Zbl 07626720) Full Text: arXiv Link
Bartlett, Peter L.; Long, Philip M. Failures of model-dependent generalization bounds for least-norm interpolation. (English) Zbl 07626719 J. Mach. Learn. Res. 22, Paper No. 204, 15 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{P. L. Bartlett} and \textit{P. M. Long}, J. Mach. Learn. Res. 22, Paper No. 204, 15 p. (2021; Zbl 07626719) Full Text: arXiv Link
Lugosi, Gábor; Truszkowski, Jakub; Velona, Vasiliki; Zwiernik, Piotr Learning partial correlation graphs and graphical models by covariance queries. (English) Zbl 07626718 J. Mach. Learn. Res. 22, Paper No. 203, 41 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{G. Lugosi} et al., J. Mach. Learn. Res. 22, Paper No. 203, 41 p. (2021; Zbl 07626718) Full Text: arXiv Link
Liu, Huafeng; Jing, Liping; Wen, Jingxuan; Xu, Pengyu; Wang, Jiaqi; Yu, Jian; Ng, Michael K. Interpretable deep generative recommendation models. (English) Zbl 07626717 J. Mach. Learn. Res. 22, Paper No. 202, 54 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{H. Liu} et al., J. Mach. Learn. Res. 22, Paper No. 202, 54 p. (2021; Zbl 07626717) Full Text: Link
Wang, Yingfan; Huang, Haiyang; Rudin, Cynthia; Shaposhnik, Yaron Understanding how dimension reduction tools work: an empirical approach to deciphering t-SNE, UMAP, TriMap, and PaCMAP for data visualization. (English) Zbl 07626716 J. Mach. Learn. Res. 22, Paper No. 201, 73 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{Y. Wang} et al., J. Mach. Learn. Res. 22, Paper No. 201, 73 p. (2021; Zbl 07626716) Full Text: arXiv Link
Kwon, Joon Refined approachability algorithms and application to regret minimization with global costs. (English) Zbl 07626715 J. Mach. Learn. Res. 22, Paper No. 200, 38 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Kwon}, J. Mach. Learn. Res. 22, Paper No. 200, 38 p. (2021; Zbl 07626715) Full Text: arXiv Link
Zeng, Jinshan; Lin, Shao-Bo; Yao, Yuan; Zhou, Ding-Xuan On ADMM in deep learning: convergence and saturation-avoidance. (English) Zbl 07626714 J. Mach. Learn. Res. 22, Paper No. 199, 67 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Zeng} et al., J. Mach. Learn. Res. 22, Paper No. 199, 67 p. (2021; Zbl 07626714) Full Text: arXiv Link
Tang, Tiffany M.; Allen, Genevera I. Integrated principal components analysis. (English) Zbl 07626713 J. Mach. Learn. Res. 22, Paper No. 198, 71 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{T. M. Tang} and \textit{G. I. Allen}, J. Mach. Learn. Res. 22, Paper No. 198, 71 p. (2021; Zbl 07626713) Full Text: arXiv Link
Bouchard-Côté, Alexandre; Roth, Andrew Particle-Gibbs sampling for Bayesian feature allocation models. (English) Zbl 07626712 J. Mach. Learn. Res. 22, Paper No. 197, 105 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{A. Bouchard-Côté} and \textit{A. Roth}, J. Mach. Learn. Res. 22, Paper No. 197, 105 p. (2021; Zbl 07626712) Full Text: arXiv Link
Xu, Ping; Wang, Yue; Chen, Xiang; Tian, Zhi COKE: communication-censored decentralized kernel learning. (English) Zbl 07626711 J. Mach. Learn. Res. 22, Paper No. 196, 35 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{P. Xu} et al., J. Mach. Learn. Res. 22, Paper No. 196, 35 p. (2021; Zbl 07626711) Full Text: arXiv Link
Humbert, Pierre; Le Bars, Batiste; Oudre, Laurent; Kalogeratos, Argyris; Vayatis, Nicolas Learning Laplacian matrix from graph signals with sparse spectral representation. (English) Zbl 07626710 J. Mach. Learn. Res. 22, Paper No. 195, 47 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{P. Humbert} et al., J. Mach. Learn. Res. 22, Paper No. 195, 47 p. (2021; Zbl 07626710) Full Text: Link
Levin, Keith D.; Roosta, Fred; Tang, Minh; Mahoney, Michael W.; Priebe, Carey E. Limit theorems for out-of-sample extensions of the adjacency and Laplacian spectral embeddings. (English) Zbl 07626709 J. Mach. Learn. Res. 22, Paper No. 194, 59 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{K. D. Levin} et al., J. Mach. Learn. Res. 22, Paper No. 194, 59 p. (2021; Zbl 07626709) Full Text: arXiv Link
Noroozi, Majid; Pensky, Marianna; Rimal, Ramchandra Sparse popularity adjusted stochastic block model. (English) Zbl 07626708 J. Mach. Learn. Res. 22, Paper No. 193, 36 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{M. Noroozi} et al., J. Mach. Learn. Res. 22, Paper No. 193, 36 p. (2021; Zbl 07626708) Full Text: arXiv Link
Wang, Fei; Zhou, Ling; Tang, Lu; Song, Peter X. K. Method of contraction-expansion (MOCE) for simultaneous inference in linear models. (English) Zbl 07626707 J. Mach. Learn. Res. 22, Paper No. 192, 32 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{F. Wang} et al., J. Mach. Learn. Res. 22, Paper No. 192, 32 p. (2021; Zbl 07626707) Full Text: arXiv Link
Issartel, Yann On the estimation of network complexity: dimension of graphons. (English) Zbl 07626706 J. Mach. Learn. Res. 22, Paper No. 191, 62 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{Y. Issartel}, J. Mach. Learn. Res. 22, Paper No. 191, 62 p. (2021; Zbl 07626706) Full Text: arXiv Link