Task-Agnostic Continual Learning Using Online Variational Bayes With Fixed-Point Updates.
Neural Comput., 2021
Kernel and Rich Regimes in Overparametrized Models.
Proceedings of the Conference on Learning Theory, 2020
Bayesian Gradient Descent: Online Variational Bayes Learning with Increased Robustness to Catastrophic Forgetting and Weight Pruning.
CoRR, 2018
Norm matters: efficient and accurate normalization schemes in deep networks.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018