timrudner

nppac

Code to accompany the paper 'On Pathologies in KL-Regularized Reinforcement Learning from Expert Demonstrations'

bdl-benchmarks

Bayesian Deep Learning Benchmarks

FSVI

Code for the paper 'Tractable Function-Space Variational Inference in Bayesian Neural Networks'

function-space-empirical-bayes

Code for the paper 'Function-Space Regularization in Neural Networks: A Probabilistic Perspective'

group-aware-priors

ml-reading-groups

Oxford Machine Learning Reading Groups

multi3net

Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery

neural-tangents

Fast and Easy Infinite Neural Networks in Python

S-FSVI

Code for the paper 'Continual Learning via Sequential Function-Space Variational Inference'

snr_issues_in_deep_gps

Code to accompany the paper 'On Signal-to-Noise Ratio Issues in Variational Inference for Deep Gaussian Processes'

timrudner/S-FSVI

Code for the paper 'Continual Learning via Sequential Function-Space Variational Inference'

timrudner/FSVI

Code for the paper 'Tractable Function-Space Variational Inference in Bayesian Neural Networks'

timrudner/function-space-empirical-bayes

Code for the paper 'Function-Space Regularization in Neural Networks: A Probabilistic Perspective'

timrudner/ml-reading-groups

Oxford Machine Learning Reading Groups

timrudner/snr_issues_in_deep_gps

Code to accompany the paper 'On Signal-to-Noise Ratio Issues in Variational Inference for Deep Gaussian Processes'

timrudner/group-aware-priors

timrudner/bdl-benchmarks

Bayesian Deep Learning Benchmarks

timrudner/multi3net

Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery

timrudner/neural-tangents

Fast and Easy Infinite Neural Networks in Python

timrudner/smac

SMAC: The StarCraft Multi-Agent Challenge

timrudner/VIREL

An accompanying repo for the NeurIPS 2019 VIREL paper