JYWa
PhD student at CMU. Working on distributed optimization and federated learning.
Carnegie Mellon UniversityPittsburgh, PA
Pinned Repositories
federated
A collection of Google research projects related to Federated Learning and Federated Analytics.
Distributed-TensorFlow-Guide
Distributed TensorFlow basics and examples of training algorithms
federated
A collection of Google research projects related to Federated Learning and Federated Analytics.
FedNova
PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.
Inverse-Reinforcement-Learning
Implementations of selected inverse reinforcement learning algorithms.
iterstore
High-performacne parameter server for iterative convergent machine learning
MATCHA
Communication-efficient decentralized SGD (Pytorch)
Overlap_Local_SGD
Implementation of (overlap) local SGD in Pytorch
JYWa's Repositories
JYWa/FedNova
PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.
JYWa/Overlap_Local_SGD
Implementation of (overlap) local SGD in Pytorch
JYWa/MATCHA
Communication-efficient decentralized SGD (Pytorch)
JYWa/Distributed-TensorFlow-Guide
Distributed TensorFlow basics and examples of training algorithms
JYWa/federated
A collection of Google research projects related to Federated Learning and Federated Analytics.
JYWa/Inverse-Reinforcement-Learning
Implementations of selected inverse reinforcement learning algorithms.
JYWa/iterstore
High-performacne parameter server for iterative convergent machine learning