Juan Ramirez

According to our database, Juan Ramirez authored at least 6 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

On PI Controllers for Updating Lagrange Multipliers in Constrained Optimization.

Motahareh Sohrabi, Juan Ramirez, Tianyue H. Zhang, Simon Lacoste-Julien, Jose Gallego-Posada

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Balancing Act: Constraining Disparate Impact in Sparse Models.

Meraj Hashemizadeh, Juan Ramirez, Rohan Sukumaran, Golnoosh Farnadi, Simon Lacoste-Julien, Jose Gallego-Posada

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Omega: Optimistic EMA Gradients.

Juan Ramirez, Rohan Sukumaran, Quentin Bertrand, Gauthier Gidel

CoRR, 2023

2022

L₀onie: Compressing COINs with L₀-constraints.

Juan Ramirez, Jose Gallego-Posada

CoRR, 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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2012

Spectral Clustering: An empirical study of Approximation Algorithms and its Application to the Attrition Problem

B. Cung, T. Jin, Juan Ramirez, A. Thompson, Christos Boutsidis, Deanna Needell

CoRR, 2012