Pinned Repositories
2level_SLOPE
Complete-Lasso-Diagram_AMP
Code to accompany the paper "The Complete Lasso Tradeoff Diagram"
Deep-Learning-with-GDP-Pytorch
Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"
Deep-Learning-with-GDP-Tensorflow
Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"
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
opacus_global_clipping
private-and-robust-deep-learning
private_vision
woodyx218's Repositories
woodyx218/Deep-Learning-with-GDP-Tensorflow
Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"
woodyx218/Deep-Learning-with-GDP-Pytorch
Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"
woodyx218/opacus_global_clipping
woodyx218/private_vision
woodyx218/2level_SLOPE
woodyx218/Complete-Lasso-Diagram_AMP
Code to accompany the paper "The Complete Lasso Tradeoff Diagram"
woodyx218/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
woodyx218/K-level-SLOPE
woodyx218/NTK_Optimizer
On the Optimization Algorithms of Over-parameterized Deep Neural Networks: A View from the Dynamical Systems
woodyx218/private-and-robust-deep-learning
woodyx218/private-transformers_v0.2.3
make differentially private training of transformers easy
woodyx218/SLOPE_AMP
Code to accompany the paper "Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing"
woodyx218/tech.blog
This is a technical blog of topics that I find interesting and insightful.