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Drug Discovery under Covariate Shift with Domain-Informed Prior Distributions over Functions.

, , , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 17176-17197. PMLR, (2023)

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Attentive Neural Processes., , , , , , , and . ICLR (Poster), OpenReview.net, (2019)Information asymmetry in KL-regularized RL., , , , , , , , , and . ICLR (Poster), OpenReview.net, (2019)Collapsed Variational Dirichlet Process Mixture Models., , and . IJCAI, page 2796-2801. (2007)Disentangling Disentanglement in Variational Autoencoders., , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 4402-4412. PMLR, (2019)Hierarchical Bayesian Nonparametric Models with Applications, and . (2008)Dual Space Preconditioning for Gradient Descent, , , and . (2019)cite arxiv:1902.02257Comment: Major revision, including simpler equivalent conditions for dual relative smoothness and applications to exponential penalty functions and p-norm regression.COIN++: Data Agnostic Neural Compression., , , , , and . CoRR, (2022)Equivariant Conditional Neural Processes., , and . CoRR, (2020)COIN: COmpression with Implicit Neural representations., , , , and . CoRR, (2021)Position Paper: Bayesian Deep Learning in the Age of Large-Scale AI., , , , , , , , , and 15 other author(s). CoRR, (2024)