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Bayesian Inference

4,821 papers

Papers per year

Papers

Tracking Disease Outbreaks from Sparse Data with Bayesian Inference AAAI 2021
Bayesian Persuasion under Ex Ante and Ex Post Constraints AAAI 2021
Persuading Voters in District-based Elections AAAI 2021
Evolution Strategies for Approximate Solution of Bayesian Games AAAI 2021
Deep Bayesian Quadrature Policy Optimization AAAI 2021
Semi-Supervised Learning with Variational Bayesian Inference and Maximum Uncertainty Regularization AAAI 2021
Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression AAAI 2021
High-Dimensional Bayesian Optimization via Tree-Structured Additive Models AAAI 2021
Analysing the Noise Model Error for Realistic Noisy Label Data AAAI 2021
Gaussian Process Priors for View-Aware Inference AAAI 2021
Active Bayesian Assessment of Black-Box Classifiers AAAI 2021
Query Training: Learning a Worse Model to Infer Better Marginals in Undirected Graphical Models with Hidden Variables AAAI 2021
A Bayesian Approach for Subset Selection in Contextual Bandits AAAI 2021
Bayesian Distributional Policy Gradients AAAI 2021
Longitudinal Deep Kernel Gaussian Process Regression AAAI 2021
Adaptive Knowledge Driven Regularization for Deep Neural Networks AAAI 2021
Infinite Gaussian Mixture Modeling with an Improved Estimation of the Number of Clusters AAAI 2021
A General Class of Transfer Learning Regression without Implementation Cost AAAI 2021
Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning AAAI 2021
An Information-Theoretic Framework for Unifying Active Learning Problems AAAI 2021
Top-k Ranking Bayesian Optimization AAAI 2021
Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks AAAI 2021
DIBS: Diversity Inducing Information Bottleneck in Model Ensembles AAAI 2021
HiABP: Hierarchical Initialized ABP for Unsupervised Representation Learning AAAI 2021
Learning Compositional Sparse Gaussian Processes with a Shrinkage Prior AAAI 2021