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Developing Bug-Free Machine Learning Systems With Formal Mathematics., , и . ICML, том 70 из Proceedings of Machine Learning Research, стр. 3047-3056. PMLR, (2017)Adaptivity and Optimism: An Improved Exponentiated Gradient Algorithm., и . ICML, том 32 из JMLR Workshop and Conference Proceedings, стр. 1593-1601. JMLR.org, (2014)Estimating Latent-Variable Graphical Models using Moments and Likelihoods., и . ICML, том 32 из JMLR Workshop and Conference Proceedings, стр. 1872-1880. JMLR.org, (2014)Filtering with Abstract Particles., и . ICML, том 32 из JMLR Workshop and Conference Proceedings, стр. 727-735. JMLR.org, (2014)Learning Fast-Mixing Models for Structured Prediction., и . ICML, том 37 из JMLR Workshop and Conference Proceedings, стр. 1063-1072. JMLR.org, (2015)Reified Context Models., и . ICML, том 37 из JMLR Workshop and Conference Proceedings, стр. 1043-1052. JMLR.org, (2015)On the Interaction between Norm and Dimensionality: Multiple Regimes in Learning., и . ICML, стр. 647-654. Omnipress, (2010)Generalized Binary Search For Split-Neighborly Problems., и . AISTATS, том 84 из Proceedings of Machine Learning Research, стр. 1561-1569. PMLR, (2018)Certified Defenses against Adversarial Examples., , и . ICLR (Poster), OpenReview.net, (2018)Distributionally Robust Neural Networks., , , и . ICLR, OpenReview.net, (2020)