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bayesian approach

22 papers

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Co-occurring keywords

bayesian inference (1907) uncertainty quantification (1393) semi-supervised learning (2341) user modeling (134) posterior inference (138) gaussian process (1200) markov decision process (790) preference learning (418) variational inference (2069) reinforcement learning (4352)

Papers

A Bayesian Approach to Data Point Selection NIPS 2024
A Bayesian Approach to OOD Robustness in Image Classification CVPR 2024
A Bayesian approach for bandit online optimization with switching cost UAI 2023
Offline Policy Selection under Uncertainty AISTATS 2022
A Bayesian Approach for Stochastic Continuum-armed Bandit with Long-term Constraints AISTATS 2022
Optimizing Sequential Experimental Design with Deep Reinforcement Learning ICML 2022
Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression CVPR 2021
An Online Learning Framework for Energy-Efficient Navigation of Electric Vehicles IJCAI 2020
Interpretable Models for Understanding Immersive Simulations IJCAI 2020
SetRank: A Setwise Bayesian Approach for Collaborative Ranking from Implicit Feedback AAAI 2020
Bayesian Graph Convolutional Neural Networks for Semi-Supervised Classification AAAI 2019
Predicting Humorousness and Metaphor Novelty with Gaussian Process Preference Learning ACL 2019
Joint Semi-Supervised Feature Selection and Classification through Bayesian Approach AAAI 2019
Representing Social Media Users for Sarcasm Detection EMNLP 2018
Learning under uncertainty: a comparison between R-W and Bayesian approach NIPS 2016
Estimating Accuracy from Unlabeled Data: A Bayesian Approach ICML 2016
Policy Shaping: Integrating Human Feedback with Reinforcement Learning NIPS 2013
Tractable Objectives for Robust Policy Optimization NIPS 2012
Gaussian Process Preference Elicitation NIPS 2010
Bayesian Belief Polarization NIPS 2009
Interpreting the neural code with Formal Concept Analysis NIPS 2008
A Bayes Optimal Approach for Partitioning the Values of Categorical Attributes JMLR 2005