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LILA: Language-Informed Latent Actions.

, , , and . CoRL, volume 164 of Proceedings of Machine Learning Research, page 1379-1390. PMLR, (2021)

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Certified Defenses against Adversarial Examples., , and . ICLR (Poster), OpenReview.net, (2018)Developing Bug-Free Machine Learning Systems With Formal Mathematics., , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 3047-3056. PMLR, (2017)Adaptivity and Optimism: An Improved Exponentiated Gradient Algorithm., and . ICML, volume 32 of JMLR Workshop and Conference Proceedings, page 1593-1601. JMLR.org, (2014)Estimating Latent-Variable Graphical Models using Moments and Likelihoods., and . ICML, volume 32 of JMLR Workshop and Conference Proceedings, page 1872-1880. JMLR.org, (2014)Filtering with Abstract Particles., and . ICML, volume 32 of JMLR Workshop and Conference Proceedings, page 727-735. JMLR.org, (2014)Learning Fast-Mixing Models for Structured Prediction., and . ICML, volume 37 of JMLR Workshop and Conference Proceedings, page 1063-1072. JMLR.org, (2015)Reified Context Models., and . ICML, volume 37 of JMLR Workshop and Conference Proceedings, page 1043-1052. JMLR.org, (2015)Distributionally Robust Neural Networks., , , and . ICLR, OpenReview.net, (2020)Generating Sentences by Editing Prototypes., , , and . CoRR, (2017)Generalized Binary Search For Split-Neighborly Problems., and . AISTATS, volume 84 of Proceedings of Machine Learning Research, page 1561-1569. PMLR, (2018)