Machine Learning and Optimization Lab @PennState

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6 repositories

FedTorch
Public
FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.
mpi pytorch distributed distributed-optimization federated-learning
Python
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GNU General Public License v2.0
•35•188•6•0•Updated May 2, 2024May 2, 2024
Targeted-Meta-Learning
Public
In this repository, we implement Targeted Meta-Learning (or Targeted Data-driven Regularization) architecture for training machine learning models with biased data.
training deep-learning tensorflow ml bilevel-optimization targeted-learning bias imbalanced-data imbalanced-learning meta-learning
Python
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MIT License
•1•1•0•3•Updated Mar 25, 2023Mar 25, 2023
GCIVR
Public
About Implementation of Generalized Composite Incremental Variance Reduction
MIT License
•0•0•0•0•Updated Mar 14, 2022Mar 14, 2022
lazygcn
Public
LazyGCN
Python
•1•1•0•0•Updated Oct 22, 2020Oct 22, 2020
LUPA-SGD
Public
Python
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MIT License
•0•1•0•0•Updated Aug 7, 2020Aug 7, 2020
RI-SGD
Public
Python
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MIT License
•0•1•0•0•Updated Aug 5, 2020Aug 5, 2020