Juan Ramirez

2022202320243 11 18

Jose Gallego-PosadaMila - Université de MontréalVerified email at umontreal.ca
Simon Lacoste-JulienAssociate Professor - Canada CIFAR AI Chair, University of Montreal / MilaVerified email at iro.umontreal.ca
Akram ErraqabiPhD Student, Mila / UdeMVerified email at umontreal.ca
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Rohan SukumaranUniversite de Montreal / Mila, PathCheck Foundation, Indian Institute of Information Technology SriVerified email at iiits.in
Gauthier GidelAssistant professor at Mila, University of Montréal (DIRO)Verified email at umontreal.ca
Quentin BertrandMilaVerified email at mila.quebec
Meraj HashemizadehMila, Université de MontréalVerified email at umontreal.ca
Golnoosh FarnadiAssistant Professor at McGill University & Mila, Canada CIFAR AI ChairVerified email at mila.quebec
Tianyue H. ZhangPh.D. student, Mila/UdeMVerified email at mila.quebec
Motahareh SohrabiMila - University of MontréalVerified email at umontreal.ca

Juan Ramirez

Mila & DIRO, Université de Montréal

Verified email at mila.quebec - Homepage


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Controlled sparsity via constrained optimization or: How i learned to stop tuning penalties and love constraints J Gallego-Posada, J Ramirez, A Erraqabi, Y Bengio, S Lacoste-Julien Advances in Neural Information Processing Systems 35, 1253-1266, 2022	14	2022
Cooper: a toolkit for Lagrangian-based constrained optimization J Gallego-Posada, J Ramirez	8	2022
Lonie: Compressing COINs with L-constraints J Ramirez, J Gallego-Posada arXiv preprint arXiv:2207.04144, 2022	4	2022
Omega: Optimistic EMA Gradients J Ramirez, R Sukumaran, Q Bertrand, G Gidel arXiv preprint arXiv:2306.07905, 2023	3	2023
Flexible Learning of Sparse Neural Networks via Constrained Regularization J Gallego-Posada, J Ramirez, A Erraqabi NeurIPS 2021 Workshop LatinX in AI, 2021	2	2021
Balancing Act: Sparse Models with Constrained Disparate Impact M Hashemizadeh, J Ramirez, R Sukumaran, G Farnadi, S Lacoste-Julien, ... The Twelfth International Conference on Learning Representations, 2024	1*	2024
On PI Controllers for Updating Lagrange Multipliers in Constrained Optimization M Sohrabi, J Ramirez, TH Zhang, S Lacoste-Julien, J Gallego-Posada Forty-first International Conference on Machine Learning, 2024		2024

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