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weight uncertainty

8 papers

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Co-occurring keywords

bayesian neural network (201) variational inference (2069) matrix variate gaussian (3) bayesian deep learning (68) uncertainty quantification (1393) reinforcement learning (4352) posterior uncertainty (9) probabilistic backpropagation (2) exploration-exploitation trade-off (31) personalized federated learning (50)

Papers

Personalized Federated Learning via Variational Bayesian Inference ICML 2022
Radial and Directional Posteriors for Bayesian Deep Learning AAAI 2020
Bayesian Layers: A Module for Neural Network Uncertainty NIPS 2019
Learning Structural Weight Uncertainty for Sequential Decision-Making AISTATS 2018
Learning Structured Weight Uncertainty in Bayesian Neural Networks AISTATS 2017
Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling ACL 2017
Learning Weight Uncertainty With Stochastic Gradient MCMC for Shape Classification CVPR 2016
Weight Uncertainty in Neural Network ICML 2015