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bayesian inference

1904 papers

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Also known as

MCMC MBR BI BVMM MAP

Co-occurring keywords

variational inference (2069) markov chain monte carlo (724) gaussian process (1198) probabilistic modeling (851) uncertainty quantification (1365) posterior distribution (259) bayesian learning (185) gibbs sampling (201) graphical model (863) probabilistic model (476)

Papers

Tweedie-Hawkes Processes: Interpreting the Phenomena of Outbreaks AAAI 2020
Optimal visual search based on a model of target detectability in natural images NIPS 2020
Variational Bayesian Monte Carlo with Noisy Likelihoods NIPS 2020
Recalibrating classifiers for interpretable abusive content detection EMNLP 2020
Neural Mixed Counting Models for Dispersed Topic Discovery ACL 2020
Probabilistic Linear Solvers for Machine Learning NIPS 2020
Uncertainty-Aware Learning for Zero-Shot Semantic Segmentation NIPS 2020
Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels NIPS 2020
Recursively Binary Modification Model for Nested Named Entity Recognition AAAI 2020
Tree-Structured Neural Topic Model ACL 2020
Projected Stein Variational Gradient Descent NIPS 2020
Generalised Bayesian Filtering via Sequential Monte Carlo NIPS 2020
Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference NIPS 2020
Depth Uncertainty in Neural Networks NIPS 2020
KFNet: Learning Temporal Camera Relocalization Using Kalman Filtering CVPR 2020
Online Bayesian Goal Inference for Boundedly Rational Planning Agents NIPS 2020
Bayesian Adversarial Human Motion Synthesis CVPR 2020
Task Agnostic Robust Learning on Corrupt Outputs by Correlation-Guided Mixture Density Networks CVPR 2020
State Space Expectation Propagation: Efficient Inference Schemes for Temporal Gaussian Processes ICML 2020
Inferring learning rules from animal decision-making NIPS 2020
Inverse Rational Control with Partially Observable Continuous Nonlinear Dynamics NIPS 2020
Bayesian Online Prediction of Change Points UAI 2020
Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference EMNLP 2020
Detecting Independent Pronoun Bias with Partially-Synthetic Data Generation EMNLP 2020
Deep active inference agents using Monte-Carlo methods NIPS 2020