Geoffrey Négiar

According to our database, Geoffrey Négiar authored at least 7 papers between 2018 and 2023.

Collaborative distances:

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

2023

Constrained machine learning: algorithms and models

Geoffrey Négiar

PhD thesis, 2023

Probabilistic Forecasting with Coherent Aggregation.

Geoffrey Négiar, Ruijun Ma, O. Nangba Meetei, Mengfei Cao, Michael W. Mahoney

CoRR, 2023

Learning differentiable solvers for systems with hard constraints.

Geoffrey Négiar, Michael W. Mahoney, Aditi S. Krishnapriyan

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2020

Stochastic Frank-Wolfe for Constrained Finite-Sum Minimization.

Geoffrey Négiar, Gideon Dresdner, Alicia Y. Tsai, Laurent El Ghaoui, Francesco Locatello, Fabian Pedregosa

CoRR, 2020

Stochastic Frank-Wolfe for Constrained Finite-Sum Minimization.

Geoffrey Négiar, Gideon Dresdner, Alicia Y. Tsai, Laurent El Ghaoui, Francesco Locatello, Robert Freund, Fabian Pedregosa

Proceedings of the 37th International Conference on Machine Learning, 2020

Linearly Convergent Frank-Wolfe without Line-Search.

Fabian Pedregosa, Geoffrey Négiar, Armin Askari, Martin Jaggi

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2018

Lifted Neural Networks.

Armin Askari, Geoffrey Négiar, Rajiv Sambharya, Laurent El Ghaoui

CoRR, 2018