JuanCervino
I am interested in seeing machine learning through the lens of optimization theory. My interests include optimization, machine learning, and control.
University of PennsylvaniaRoom 405B, 3401 Walnut St
Pinned Repositories
crossLearningFunctional
CrossLearningFunctionalConstraint
FedDyn
Federated-Learning-Pytorch
FLOW
Federated Representation Learning via Maximal Coding Rate Reduction
gnn_compress
graph-neural-networks
Library to implement graph neural networks in PyTorch
LearningByTransference
mcr2
Official Implementation of Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction (2020)
smoothbench
Smooth training using unlabeled samples
JuanCervino's Repositories
JuanCervino/crossLearningFunctional
JuanCervino/smoothbench
Smooth training using unlabeled samples
JuanCervino/CrossLearningFunctionalConstraint
JuanCervino/FedDyn
JuanCervino/Federated-Learning-Pytorch
JuanCervino/FLOW
Federated Representation Learning via Maximal Coding Rate Reduction
JuanCervino/gnn_compress
JuanCervino/graph-neural-networks
Library to implement graph neural networks in PyTorch
JuanCervino/LearningByTransference
JuanCervino/mcr2
Official Implementation of Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction (2020)
JuanCervino/practicals-2023
JuanCervino/PyMTL
PyMTL (Python library for Multi-task learning) is a Python module implementing a Multi-task learning framework built on top of scikit-learn, SciPy and NumPy.
JuanCervino/SAR
Forking SAR to extend it to federated graph setting