conftrace_
← Bayesian & Probabilistic
Artificial Intelligence › Bayesian & Probabilistic ›

Bayesian Learning

1,663 papers

Papers per year

2
48
52
137
36
'05
'10
'15
'20
'25

Papers

Replica-Exchange Nos\'e-Hoover Dynamics for Bayesian Learning on Large Datasets NIPS 2020
Bayesian filtering unifies adaptive and non-adaptive neural network optimization methods NIPS 2020
Meta-trained agents implement Bayes-optimal agents NIPS 2020
Online Bayesian Goal Inference for Boundedly Rational Planning Agents NIPS 2020
Bayesian Optimization of Risk Measures NIPS 2020
Task-Agnostic Amortized Inference of Gaussian Process Hyperparameters NIPS 2020
Reconsidering Generative Objectives For Counterfactual Reasoning NIPS 2020
Quantile Propagation for Wasserstein-Approximate Gaussian Processes NIPS 2020
Uncertainty-Aware Learning for Zero-Shot Semantic Segmentation NIPS 2020
Matrix Inference and Estimation in Multi-Layer Models NIPS 2020
BayesRace: Learning to race autonomously using prior experience CORL 2020
The Unreasonable Effectiveness of Inverse Reinforcement Learning in Advancing Cancer Research AAAI 2020
Theory-Based Causal Transfer:Integrating Instance-Level Induction and Abstract-Level Structure Learning AAAI 2020
Private Bayesian Persuasion with Sequential Games AAAI 2020
Trading Convergence Rate with Computational Budget in High Dimensional Bayesian Optimization AAAI 2020
What Is It You Really Want of Me? Generalized Reward Learning with Biased Beliefs about Domain Dynamics AAAI 2020
GaSPing for Utility AAAI 2020
Event-Driven Continuous Time Bayesian Networks AAAI 2020
Label Error Correction and Generation through Label Relationships AAAI 2020
Capsule Routing via Variational Bayes AAAI 2020
Meta-Learning PAC-Bayes Priors in Model Averaging AAAI 2020
Specifying Weight Priors in Bayesian Deep Neural Networks with Empirical Bayes AAAI 2020
Radial and Directional Posteriors for Bayesian Deep Learning AAAI 2020
SetRank: A Setwise Bayesian Approach for Collaborative Ranking from Implicit Feedback AAAI 2020
ODIN: ODE-Informed Regression for Parameter and State Inference in Time-Continuous Dynamical Systems AAAI 2020