juan43ramirez

PhD student @mila-iqia

Mila Québec AI InstituteMontréal, Canada

Pinned Repositories

codingpaoyjuank.github.io
Our website
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cooper
A general-purpose, deep learning-first library for constrained optimization in PyTorch
Language:Jupyter Notebook103 2 3510
constrained_sparsity
Official implementation for the paper "Controlled Sparsity via Constrained Optimization"
Language:Python9 2 00
L0_regularization
Learning Sparse Neural Networks through L0 regularization
Language:Python00
l0onie
Official implementation for the paper L0onie: Compressing COINs with L0-constraints.
Language:Python4 2 00
non-convex-constrained-optimization
Language:Python00
Omega
Omega - Optimistic EMA Gradients
Language:Python1 1 01
balancing-act
Official implementation for the paper "Balancing Act: Constraining Disparate Impact in Sparse Models"
Language:Python3 2 00
nuPI
Official implementation for the ICML 2024 paper "On PI controllers for updating Lagrange multipliers in constrained optimization"
Language:Python50
mtl-mlopt.github.io
Website
Language:HTML2 3 14

juan43ramirez's Repositories

juan43ramirez/l0onie
Official implementation for the paper L0onie: Compressing COINs with L0-constraints.
Language:Python4 2 00
juan43ramirez/Omega
Omega - Optimistic EMA Gradients
Language:Python1 1 01
juan43ramirez/L0_regularization
Learning Sparse Neural Networks through L0 regularization
Language:Python00
juan43ramirez/non-convex-constrained-optimization
Language:Python00