Bayesian Inference

CausalNLP Tutorial: An Introduction to Causality for Natural Language Processing EMNLP 2022 CC-CERT: A Probabilistic Approach to Certify General Robustness of Neural Networks AAAI 2022 Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis NeurIPS 2022 Centroid Approximation for Bootstrap: Improving Particle Quality at Inference ICML 2022 Coherent Probabilistic Aggregate Queries on Long-horizon Forecasts IJCAI 2022 ColorCode: A Bayesian Approach to Augmentative and Alternative Communication with Two Buttons ACL 2022 Combining Constraint Solving and Bayesian Techniques for System Optimization IJCAI 2022 Conditionally Gaussian PAC-Bayes AISTATS 2022 Conditionally Tractable Density Estimation using Neural Networks AISTATS 2022 Confidence Score Based Conformer Speaker Adaptation for Speech Recognition Interspeech 2022 Constrained Discrete Black-Box Optimization using Mixed-Integer Programming ICML 2022 Constrained Langevin Algorithms with L-mixing External Random Variables NeurIPS 2022 Contests to Incentivize a Target Group IJCAI 2022 Context-aware Information-theoretic Causal De-biasing for Interactive Sequence Labeling EMNLP 2022 Continual Learning via Sequential Function-Space Variational Inference ICML 2022 Continual Repeated Annealed Flow Transport Monte Carlo ICML 2022 Contraction rates for sparse variational approximations in Gaussian process regression JMLR 2022 Contrastive Learning for Space-Time Correspondence via Self-Cycle Consistency CVPR 2022 Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model EMNLP 2022 Convergence of Langevin Monte Carlo in Chi-Squared and Rényi Divergence AISTATS 2022 Cooperative Multi-Agent Trajectory Generation with Modular Bayesian Optimization RSS 2022 CoPur: Certifiably Robust Collaborative Inference via Feature Purification NeurIPS 2022 Creating Dynamic Checklists via Bayesian Case-Based Reasoning: Towards Decent Working Conditions for All IJCAI 2022 Curiosity-Driven Exploration via Latent Bayesian Surprise AAAI 2022 Data augmentation in Bayesian neural networks and the cold posterior effect UAI 2022