Hounie, Ignacio

7 publications

NeurIPS 2025 Alignment of Large Language Models with Constrained Learning Botong Zhang, Shuo Li, Ignacio Hounie, Osbert Bastani, Dongsheng Ding, Alejandro Ribeiro

NeurIPS 2025 Composition and Alignment of Diffusion Models Using Constrained Learning Shervin Khalafi, Ignacio Hounie, Dongsheng Ding, Alejandro Ribeiro

CoRL 2025 Distilling On-Device Language Models for Robot Planning with Minimal Human Intervention Zachary Ravichandran, Ignacio Hounie, Fernando Cladera, Alejandro Ribeiro, George J. Pappas, Vijay Kumar

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

ICML 2024 Loss Shaping Constraints for Long-Term Time Series Forecasting Ignacio Hounie, Javier Porras-Valenzuela, Alejandro Ribeiro

ICML 2023 Automatic Data Augmentation via Invariance-Constrained Learning Ignacio Hounie, Luiz F. O. Chamon, Alejandro Ribeiro

NeurIPS 2023 Resilient Constrained Learning Ignacio Hounie, Alejandro Ribeiro, Luiz F. O. Chamon