woodyx218

Deep-Learning-with-GDP-Tensorflow

Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"

Deep-Learning-with-GDP-Pytorch

Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"

opacus_global_clipping

private_vision

2level_SLOPE

Complete-Lasso-Diagram_AMP

Code to accompany the paper "The Complete Lasso Tradeoff Diagram"

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

K-level-SLOPE

NTK_Optimizer

On the Optimization Algorithms of Over-parameterized Deep Neural Networks: A View from the Dynamical Systems

private-and-robust-deep-learning

private-transformers_v0.2.3

make differentially private training of transformers easy

SLOPE_AMP

Code to accompany the paper "Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing"

tech.blog

This is a technical blog of topics that I find interesting and insightful.