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bayesian decision theory

20 papers

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Co-occurring keywords

bayesian inference (1907) probabilistic graphical model (226) sampling method (109) sequential decision making (215) decision theory (42) decision making (175) variational inference (2069) active learning (1301) prior distribution (61) information acquisition (13)

Papers

Your AI-Generated Image Detector Can Secretly Achieve SOTA Accuracy, If Calibrated AAAI 2026
Learning Accurate and Interpretable Decision Trees (Extended Abstract) IJCAI 2025
The neural dynamics of word recognition and integration EMNLP 2023
Minimax-Bayes Reinforcement Learning AISTATS 2023
Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine Translation EMNLP 2022
Instance Selection: A Bayesian Decision Theory Perspective AAAI 2022
Event Outlier Detection in Continuous Time ICML 2021
All your loss are belong to Bayes NIPS 2020
Variational Bayesian Decision-making for Continuous Utilities NIPS 2019
Balancing Suspense and Surprise: Timely Decision Making with Endogenous Information Acquisition NIPS 2016
Predicting Preference Reversals via Gaussian Process Uncertainty Aversion AISTATS 2015
On-the-Job Learning with Bayesian Decision Theory NIPS 2015
Sequential crowdsourced labeling as an epsilon-greedy exploration in a Markov Decision Process AISTATS 2014
Optimal Decisions from Probabilistic Models: The Intersection-over-Union Case CVPR 2014
Strategic Impatience in Go/NoGo versus Forced-Choice Decision-Making NIPS 2012
Dynamic Pruning of Factor Graphs for Maximum Marginal Prediction NIPS 2012
Solving Decision Problems with Limited Information NIPS 2011
Approximate inference for the loss-calibrated Bayesian AISTATS 2011
Generative and Discriminative Learning with Unknown Labeling Bias NIPS 2008
Sequential Hypothesis Testing under Stochastic Deadlines NIPS 2007