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Bayesian Inference

4,821 papers

Papers per year

Papers

Bayesian Phylogenetic Cognate Prediction NAACL 2022
Privid: Practical, Privacy-Preserving Video Analytics Queries NSDI 2022
Discovery and density estimation of latent confounders in Bayesian networks with evidence lower bound PGM 2022
Parameterized Completeness Results for Bayesian Inference PGM 2022
Scalable Bayesian Network Structure Learning with Splines PGM 2022
Interpreting Time-Varying Dynamic Bayesian Networks for Earth Climate Modelling PGM 2022
AK: Attentive Kernel for Information Gathering RSS 2022
Cooperative Multi-Agent Trajectory Generation with Modular Bayesian Optimization RSS 2022
Understanding Dynamic Tactile Sensing for Liquid Property Estimation RSS 2022
ULFRI at SemEval-2022 Task 4: Leveraging uncertainty and additional knowledge for patronizing and condescending language detection SEMEVAL 2022
Empirical bayes approach to truth discovery problems UAI 2022
A geometric method for improved uncertainty estimation in real-time UAI 2022
On provably robust meta-Bayesian optimization UAI 2022
Multi-objective Bayesian optimization over high-dimensional search spaces UAI 2022
Bayesian spillover graphs for dynamic networks UAI 2022
Quantification of Credal Uncertainty in Machine Learning: A Critical Analysis and Empirical Comparison UAI 2022
Self-distribution distillation: efficient uncertainty estimation UAI 2022
Do Bayesian variational autoencoders know what they don’t know? UAI 2022
Robust expected information gain for optimal Bayesian experimental design using ambiguity sets UAI 2022
Efficient and transferable adversarial examples from bayesian neural networks UAI 2022
Variational multiple shooting for Bayesian ODEs with Gaussian processes UAI 2022
Fast predictive uncertainty for classification with Bayesian deep networks UAI 2022
Interpolating between sampling and variational inference with infinite stochastic mixtures UAI 2022
Recursive Monte Carlo and variational inference with auxiliary variables UAI 2022
PDQ-Net: Deep probabilistic dual quaternion network for absolute pose regression on $SE(3)$ UAI 2022