Bayesian & Probabilistic

PSD Representations for Effective Probability Models NeurIPS 2021 Quantifying Contextual Aspects of Inter-annotator Agreement in Intertextuality Research EMNLP 2021 Quantifying Variational Approximation for Log-Partition Function COLT 2021 Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis AAAI 2021 Quantum Tensor Networks, Stochastic Processes, and Weighted Automata AISTATS 2021 Quasi-Monte Carlo Quasi-Newton in Variational Bayes JMLR 2021 Query Training: Learning a Worse Model to Infer Better Marginals in Undirected Graphical Models with Hidden Variables AAAI 2021 Random Coordinate Underdamped Langevin Monte Carlo AISTATS 2021 Random probabilistic circuits UAI 2021 Rao-Blackwellised parallel MCMC AISTATS 2021 Rate-Distortion Analysis of Minimum Excess Risk in Bayesian Learning ICML 2021 Raven's Progressive Matrices Completion with Latent Gaussian Process Priors AAAI 2021 Reasoning about Beliefs and Meta-Beliefs by Regression in an Expressive Probabilistic Action Logic IJCAI 2021 Reconciling Rewards with Predictive State Representations IJCAI 2021 Recurrent Bayesian Classifier Chains for Exact Multi-Label Classification NeurIPS 2021 Recursive Bayesian Networks: Generalising and Unifying Probabilistic Context-Free Grammars and Dynamic Bayesian Networks NeurIPS 2021 Regularized Frank-Wolfe for Dense CRFs: Generalizing Mean Field and Beyond NeurIPS 2021 Relaxed Clustered Hawkes Process for Student Procrastination Modeling in MOOCs AAAI 2021 Relaxed Marginal Consistency for Differentially Private Query Answering NeurIPS 2021 Reliable Estimation of KL Divergence using a Discriminator in Reproducing Kernel Hilbert Space NeurIPS 2021 Reliable Post hoc Explanations: Modeling Uncertainty in Explainability NeurIPS 2021 Repulsive Deep Ensembles are Bayesian NeurIPS 2021 Retrofitting High Availability Mechanism to Tame Hybrid Transaction/Analytical Processing OSDI 2021 Reward Biased Maximum Likelihood Estimation for Reinforcement Learning L4DC 2021 Risk-Averse Bayes-Adaptive Reinforcement Learning NeurIPS 2021