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weight uncertainty

8 papers

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Co-occurring keywords · papers mentioning both

bayesian neural network (5) variational inference (5) bayesian deep learning (2) matrix-variate gaussian (2) uncertainty quantification (2) reinforcement learning (2) posterior uncertainty (1) probabilistic backpropagation (1) personalized federated learning (1) network compression (1)

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 NeurIPS 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