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Equivariant Learning of Stochastic Fields: Gaussian Processes and Steerable Conditional Neural Processes.

, , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 4297-4307. PMLR, (2021)

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Hierarchical Dirichlet Trees for Information Retrieval., and . HLT-NAACL, page 173-181. The Association for Computational Linguistics, (2009)When Does Re-initialization Work?, , , , , , and . ICBINB, volume 187 of Proceedings of Machine Learning Research, page 12-26. PMLR, (2022)Divide, Conquer, and Combine: a New Inference Strategy for Probabilistic Programs with Stochastic Support., , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 11534-11545. PMLR, (2020)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)Beam Sampling for the Infinite Hidden Markov Model, , , and . Proceedings of the International Conference on Machine learning (ICML), (2008)Collapsed Variational Inference for HDP, , and . Advances in Neural Information Processing Systems (NIPS), (2008)Multiplicative Interactions and Where to Find Them., , , , , , , , and . ICLR, OpenReview.net, (2020)Bayesian multi-population haplotype inference via a hierarchical dirichlet process mixture., , , and . ICML, volume 148 of ACM International Conference Proceeding Series, page 1049-1056. ACM, (2006)Distributed Bayesian Learning with Stochastic Natural Gradient Expectation Propagation and the Posterior Server., , , , , , and . J. Mach. Learn. Res., (2017)A Statistical Approach to Assessing Neural Network Robustness., , , and . ICLR (Poster), OpenReview.net, (2019)