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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Bayes beats Cross Validation: Efficient and Accurate Ridge Regression via Expectation Maximization

Mario Boley, Daniel Schmidt, Shu Yu Tew p19749-19768 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Bayes-optimal learning of an extensive-width neural network from quadratically many samples

Florent Krzakala, Antoine Maillard, Simon Martin, Emanuele Troiani, Lenka Zdeborová p82085-82132 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

BayesDAG: Gradient-Based Posterior Inference for Causal Discovery

Yashas Annadani, Stefan Bauer, Wenbo Gong, Joel Jennings, Nick Pawlowski, Cheng Zhang p1738-1763 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Bayesian Active Causal Discovery with Multi-Fidelity Experiments

Xu Chen, Chaozhuo Li, Xing Xie, Zeyu Zhang p63957-63993 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Bayesian Active Learning with Fully Bayesian Gaussian Processes

Francisco Antunes, Frederik Hüttel, Carlos Lima Azevedo, Francisco Pereira, Christoffer Riis p12141-12153 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Bayesian Adaptive Calibration and Optimal Design

Edwin Bonilla, David Howard, Rafael Oliveira, Dino Sejdinovic p56526-56551 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Bayesian Clustering of Neural Spiking Activity Using a Mixture of Dynamic Poisson Factor Analyzers

Ian H Stevenson, Xiaojing Wang, Ganchao Wei p19499-19510 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Bayesian Domain Adaptation with Gaussian Mixture Domain-Indexing

Jiyong Li, Lingbo Li, Shangsong Liang, Yanfang Ling p87226-87254 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Bayesian Extensive-Rank Matrix Factorization with Rotational Invariant Priors

Nicolas Macris, Farzad Pourkamali p24025-24073 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Bayesian Inference Via Sparse Hamiltonian Flows

Trevor Campbell, Naitong Chen, Zuheng Xu p20876-20888 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Bayesian Learning of Optimal Policies in Markov Decision Processes with Countably Infinite State-Space

Saghar Adler, Vijay Subramanian p3979-4033 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Bayesian Learning via Q-Exponential Process

Shiwei Lan, Shuyi Li, Michael O'Connor p72867-72887 from Advances in Neural Information Processing Systems 36

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