SHNGS2017 - Implicit Bias on Linearly Separable Datasets

Minimum Norm OLS and GD

LM2019 - Robust Mean Estimation

Attention Mechanisms + Transformers

Counterfactual Prediction with Time-Varying Treatments

RNNs

CNNs

Batch Normalization

Optimization for Deep Learning

Deep Learning Basics