Machine Learning and Optimization Lab @PennState
This is the GitHub repository of the Machine Learning and Optimization lab at Penn State University.
University Park, PA
Pinned Repositories
FedTorch
FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.
GCIVR
About Implementation of Generalized Composite Incremental Variance Reduction
lazygcn
LazyGCN
LUPA-SGD
RI-SGD
Targeted-Meta-Learning
In this repository, we implement Targeted Meta-Learning (or Targeted Data-driven Regularization) architecture for training machine learning models with biased data.
Machine Learning and Optimization Lab @PennState's Repositories
MLOPTPSU/FedTorch
FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.
MLOPTPSU/Targeted-Meta-Learning
In this repository, we implement Targeted Meta-Learning (or Targeted Data-driven Regularization) architecture for training machine learning models with biased data.
MLOPTPSU/lazygcn
LazyGCN
MLOPTPSU/LUPA-SGD
MLOPTPSU/RI-SGD
MLOPTPSU/GCIVR
About Implementation of Generalized Composite Incremental Variance Reduction