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Bayesian Inference

1724 directly classified papers

Papers per year

Papers

A Gradient Based Strategy for Hamiltonian Monte Carlo Hyperparameter Optimization ICML 2021
Online Learning of a Probabilistic and Adaptive Scene Representation CVPR 2021
Anchor-Constrained Viterbi for Set-Supervised Action Segmentation CVPR 2021
Posterior Meta-Replay for Continual Learning NIPS 2021
Probabilistic Iterative Methods for Linear Systems JMLR 2021
On Lower Bounds for Standard and Robust Gaussian Process Bandit Optimization ICML 2021
A PAC-Bayes Analysis of Adversarial Robustness NIPS 2021
An Infinite-Feature Extension for Bayesian ReLU Nets That Fixes Their Asymptotic Overconfidence NIPS 2021
Joint Inference for Neural Network Depth and Dropout Regularization NIPS 2021
Bayesian Parametric and Architectural Domain Adaptation of LF-MMI Trained TDNNs for Elderly and Dysarthric Speech Recognition INTERSPEECH 2021
Evaluating the Implicit Midpoint Integrator for Riemannian Hamiltonian Monte Carlo ICML 2021
Bayesian Topic Regression for Causal Inference EMNLP 2021
Probabilistic Programs with Stochastic Conditioning ICML 2021
Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces ICML 2021
Bayesian Algorithm Execution: Estimating Computable Properties of Black-box Functions Using Mutual Information ICML 2021
DG-LMC: A Turn-key and Scalable Synchronous Distributed MCMC Algorithm via Langevin Monte Carlo within Gibbs ICML 2021
Parallel tempering on optimized paths ICML 2021
On Recovering from Modeling Errors Using Testing Bayesian Networks ICML 2021
Bias-Robust Bayesian Optimization via Dueling Bandits ICML 2021
Streaming Bayesian Deep Tensor Factorization ICML 2021
Bayesian Structural Adaptation for Continual Learning ICML 2021
Nonparametric Hamiltonian Monte Carlo ICML 2021
Sparse Multi-Path Corrections in Fringe Projection Profilometry CVPR 2021
Geometric convergence of elliptical slice sampling ICML 2021
Hybrid Message Passing With Performance-Driven Structures for Facial Action Unit Detection CVPR 2021