Juan Ramirez

14 papers A* 3A 1Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Cooper: A Library for Constrained Optimization in Deep Learning.
CoRR
Jose Gallego-Posada, Juan Ramirez, Meraj Hashemizadeh, Simon Lacoste-Julien
2025 J jnl
Dual Optimistic Ascent (PI Control) is the Augmented Lagrangian Method in Disguise.
CoRR
Juan Ramirez, Simon Lacoste-Julien
2025 A conf
Feasible Learning.
AISTATS
Juan Ramirez, Ignacio Hounie, Juan Elenter, Jose Gallego-Posada, Meraj Hashemizadeh, Alejandro Ribeiro, Simon Lacoste-Julien
2025 J jnl
Feasible Learning.
CoRR
Juan Ramirez, Ignacio Hounie, Juan Elenter, Jose Gallego-Posada, Meraj Hashemizadeh, Alejandro Ribeiro, Simon Lacoste-Julien
2025 J jnl
Position: Adopt Constraints Over Penalties in Deep Learning.
CoRR
Juan Ramirez, Meraj Hashemizadeh, Simon Lacoste-Julien
2024 A* conf
Balancing Act: Constraining Disparate Impact in Sparse Models.
ICLR
Meraj Hashemizadeh, Juan Ramirez, Rohan Sukumaran, Golnoosh Farnadi, Simon Lacoste-Julien, Jose Gallego-Posada
2024 A* conf
On PI Controllers for Updating Lagrange Multipliers in Constrained Optimization.
ICML
Motahareh Sohrabi, Juan Ramirez, Tianyue H. Zhang, Simon Lacoste-Julien, Jose Gallego-Posada
2024 J jnl
On PI Controllers for Updating Lagrange Multipliers in Constrained Optimization.
CoRR
Motahareh Sohrabi, Juan Ramirez, Tianyue H. Zhang, Simon Lacoste-Julien, Jose Gallego-Posada
2023 J jnl
Balancing Act: Constraining Disparate Impact in Sparse Models.
CoRR
Meraj Hashemizadeh, Juan Ramirez, Rohan Sukumaran, Golnoosh Farnadi, Simon Lacoste-Julien, Jose Gallego-Posada
2023 J jnl
Omega: Optimistic EMA Gradients.
CoRR
Juan Ramirez, Rohan Sukumaran, Quentin Bertrand, Gauthier Gidel
2022 A* conf
Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints.
NeurIPS
Jose Gallego-Posada, Juan Ramirez, Akram Erraqabi, Yoshua Bengio, Simon Lacoste-Julien
2022 J jnl
Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints.
CoRR
Jose Gallego-Posada, Juan Ramirez, Akram Erraqabi, Yoshua Bengio, Simon Lacoste-Julien
2022 J jnl
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CoRR
Juan Ramirez, Jose Gallego-Posada
2012 J jnl
Spectral Clustering: An empirical study of Approximation Algorithms and its Application to the Attrition Problem
CoRR
B. Cung, T. Jin, Juan Ramirez, A. Thompson, Christos Boutsidis, Deanna Needell