Ramirez, Juan

7 publications

AISTATS 2025 Feasible Learning Juan Ramirez, Ignacio Hounie, Juan Elenter, Jose Gallego-Posada, Meraj Hashemizadeh, Alejandro Ribeiro, Simon Lacoste-Julien

ICLR 2024 Balancing Act: Constraining Disparate Impact in Sparse Models Meraj Hashemizadeh, Juan Ramirez, Rohan Sukumaran, Golnoosh Farnadi, Simon Lacoste-Julien, Jose Gallego-Posada

ICML 2024 On PI Controllers for Updating Lagrange Multipliers in Constrained Optimization Motahareh Sohrabi, Juan Ramirez, Tianyue H. Zhang, Simon Lacoste-Julien, Jose Gallego-Posada

ICMLW 2024 On PI Controllers for Updating Lagrange Multipliers in Constrained Optimization Motahareh Sohrabi, Juan Ramirez, Tianyue H. Zhang, Simon Lacoste-Julien, Jose Gallego-Posada

ICMLW 2023 Omega: Optimistic EMA Gradients Juan Ramirez, Rohan Sukumaran, Quentin Bertrand, Gauthier Gidel

NeurIPS 2022 Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints Jose Gallego-Posada, Juan Ramirez, Akram Erraqabi, Yoshua Bengio, Simon Lacoste-Julien

NeurIPSW 2021 Flexible Learning of Sparse Neural Networks via Constrained $l_0$ Regularization Jose Gallego-Posada, Juan Ramirez, Akram Erraqabi