Meta-Learning Millions of Hyper-parameters using the Implicit Function Theorem · November 14, 2019

The secular Bayesian: Using belief distributions without really believing · October 31, 2019

Exponentially Growing Learning Rate? Implications of Scale Invariance induced by Batch Normalization · October 25, 2019

On Marginal Likelihood and Cross-Validation · October 17, 2019

Notes on iMAML: Meta-Learning with Implicit Gradients · September 19, 2019

Invariant Risk Minimization: An Information Theoretic View · July 19, 2019

ICML Highlight: Contrastive Divergence for Combining Variational Inference and MCMC · June 12, 2019

Notes on the Limitations of the Empirical Fisher Approximation · June 6, 2019

Perceptual Straightening of Natural Videos · May 30, 2019

DeepSets: Modeling Permutation Invariance · February 7, 2019