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Optimizing Millions of Hyperparameters by Implicit Differentiation., , и . AISTATS, том 108 из Proceedings of Machine Learning Research, стр. 1540-1552. PMLR, (2020)Your classifier is secretly an energy based model and you should treat it like one., , , , , и . ICLR, OpenReview.net, (2020)Optimally-Weighted Herding is Bayesian Quadrature., и . UAI, стр. 377-386. AUAI Press, (2012)Neural Networks with Cheap Differential Operators., и . NeurIPS, стр. 9961-9971. (2019)Probing the Compositionality of Intuitive Functions., , , , и . NIPS, стр. 3729-3737. (2016)Complex Momentum for Optimization in Games., , , и . AISTATS, том 151 из Proceedings of Machine Learning Research, стр. 7742-7765. PMLR, (2022)On Implicit Bias in Overparameterized Bilevel Optimization., , , , и . ICML, том 162 из Proceedings of Machine Learning Research, стр. 22234-22259. PMLR, (2022)Early Stopping as Nonparametric Variational Inference., , и . AISTATS, том 51 из JMLR Workshop and Conference Proceedings, стр. 1070-1077. JMLR.org, (2016)Avoiding pathologies in very deep networks., , , и . AISTATS, том 33 из JMLR Workshop and Conference Proceedings, стр. 202-210. JMLR.org, (2014)Causal learning without DAGs., , , и . NIPS Causality: Objectives and Assessment, том 6 из JMLR Proceedings, стр. 177-190. JMLR.org, (2010)