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Bayesian Inference

518 directly classified papers

Papers per year

Papers

The Stanford Acuity Test: A Precise Vision Test Using Bayesian Techniques and a Discovery in Human Visual Response AAAI 2020
Private Bayesian Persuasion with Sequential Games AAAI 2020
Variational Pathway Reasoning for EEG Emotion Recognition AAAI 2020
Radial and Directional Posteriors for Bayesian Deep Learning AAAI 2020
Bayes-Adaptive Monte-Carlo Planning and Learning for Goal-Oriented Dialogues AAAI 2020
An Expectation Maximisation Algorithm for Automated Cognate Detection EMNLP 2020
Bayesian Learning with Adaptive Load Allocation Strategies L4DC 2020
Bayesian joint state and parameter tracking in autoregressive models L4DC 2020
Word Familiarity Rate Estimation Using a Bayesian Linear Mixed Model EMNLP 2019
Bayesian Optimization with Binary Auxiliary Information UAI 2019
Bayesian Hierarchical Dynamic Model for Human Action Recognition CVPR 2019
Doubly Semi-Implicit Variational Inference AISTATS 2019
Noise Contrastive Priors for Functional Uncertainty UAI 2019
Meta Learning with Relational Information for Short Sequences NIPS 2019
Bayesian Execution Skill Estimation AAAI 2019
Robust Bayesian and Light Neural Networks for Voice Spoofing Detection INTERSPEECH 2019
Enhanced Bayesian Compression via Deep Reinforcement Learning CVPR 2019
Theory of Minds: Understanding Behavior in Groups through Inverse Planning AAAI 2019
Practical Multi-fidelity Bayesian Optimization for Hyperparameter Tuning UAI 2019
Quantifying Uncertainties in Natural Language Processing Tasks AAAI 2019
A Flexible Framework for Multi-Objective Bayesian Optimization using Random Scalarizations UAI 2019
Bidirectional Inference Networks:A Class of Deep Bayesian Networks for Health Profiling AAAI 2019
Chasing Ghosts: Instruction Following as Bayesian State Tracking NIPS 2019
Bayesian Batch Active Learning as Sparse Subset Approximation NIPS 2019
Projected Stein Variational Newton: A Fast and Scalable Bayesian Inference Method in High Dimensions NIPS 2019