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10/01/2020
Task Agnostic Continual Learning Using Online Variational Bayes with Fixed-Point Updates
Background: Catastrophic forgetting is the notorious vulnerability of ne...
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02/20/2020
Kernel and Rich Regimes in Overparametrized Models
A recent line of work studies overparametrized neural networks in the "k...
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03/27/2018
Bayesian Gradient Descent: Online Variational Bayes Learning with Increased Robustness to Catastrophic Forgetting and Weight Pruning
We suggest a novel approach for the estimation of the posterior distribu...
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03/05/2018