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

Causal Inference 3: Counterfactuals · January 24, 2019

Causal Inference 2: Illustrating Interventions via a Toy Example · January 18, 2019

Online Bayesian Deep Learning in Production at Tencent · November 15, 2018