Bayesian Inference

Detecting Adversarial Examples for Speech Recognition via Uncertainty Quantification Interspeech 2020 Detecting Independent Pronoun Bias with Partially-Synthetic Data Generation EMNLP 2020 Differentiable Algorithm for Marginalising Changepoints AAAI 2020 Differentiable Expected Hypervolume Improvement for Parallel Multi-Objective Bayesian Optimization NeurIPS 2020 Differentiable Likelihoods for Fast Inversion of ’Likelihood-Free’ Dynamical Systems ICML 2020 Differentiable TAN Structure Learning for Bayesian Network Classifiers PGM 2020 Discrete Latent Variable Representations for Low-Resource Text Classification ACL 2020 Dissecting Non-Vacuous Generalization Bounds based on the Mean-Field Approximation ICML 2020 Distortion estimates for approximate Bayesian inference UAI 2020 Distributed, partially collapsed MCMC for Bayesian Nonparametrics AISTATS 2020 Distributionally Ambiguous Optimization for Batch Bayesian Optimization JMLR 2020 Distributionally Robust Bayesian Quadrature Optimization AISTATS 2020 Divergence-Based Motivation for Online EM and Combining Hidden Variable Models UAI 2020 Diversified Bayesian Nonnegative Matrix Factorization AAAI 2020 Diversified Interactive Recommendation with Implicit Feedback AAAI 2020 Diversity-Guided Multi-Objective Bayesian Optimization With Batch Evaluations NeurIPS 2020 Divide, Conquer, and Combine: a New Inference Strategy for Probabilistic Programs with Stochastic Support ICML 2020 Document Summarization with VHTM: Variational Hierarchical Topic-Aware Mechanism AAAI 2020 Domain Adaptation as a Problem of Inference on Graphical Models NeurIPS 2020 Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction EMNLP 2020 Domain-Liftability of Relational Marginal Polytopes AISTATS 2020 Double-Loop Unadjusted Langevin Algorithm ICML 2020 Doubly Sparse Variational Gaussian Processes AISTATS 2020 Doubly Stochastic Variational Inference for Neural Processes with Hierarchical Latent Variables ICML 2020 Dueling Posterior Sampling for Preference-Based Reinforcement Learning UAI 2020