PhD student at CMU. Working on distributed optimization and federated learning.
-
Carnegie Mellon University
- Pittsburgh, PA
- andrew.cmu.edu/user/jianyuw1/
Highlights
- Pro
-
federated Public
Forked from google-research/federatedA collection of Google research projects related to Federated Learning and Federated Analytics.
-
FedNova Public
PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.
-
Overlap_Local_SGD Public
Implementation of (overlap) local SGD in Pytorch
-
MATCHA Public
Communication-efficient decentralized SGD (Pytorch)
-
Distributed-TensorFlow-Guide Public
Forked from tmulc18/Distributed-TensorFlow-GuideDistributed TensorFlow basics and examples of training algorithms
-
Inverse-Reinforcement-Learning Public
Forked from MatthewJA/Inverse-Reinforcement-LearningImplementations of selected inverse reinforcement learning algorithms.
Python MIT License UpdatedApr 19, 2017 -
iterstore Public
Forked from cuihenggang/iterstoreHigh-performacne parameter server for iterative convergent machine learning
C++ UpdatedNov 16, 2016