Geoffrey Negiar

20182019202020212022202320242 14 17 29 39 47 20

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Armin AskariEECS Department, UC BerkeleyVerified email at berkeley.edu
Fabian PedregosaGoogleVerified email at google.com
Laurent El GhaouiUC Berkeley (EECS, IEOR)Verified email at berkeley.edu
Martin JaggiEPFLVerified email at epfl.ch
Rajiv SambharyaPrinceton University, PhD student in the ORFE departmentVerified email at princeton.edu
Michael MahoneyProfessor of Statistics, UC BerkeleyVerified email at stat.berkeley.edu
Francesco LocatelloAssistant Professor, ISTAVerified email at ista.ac.at
Gideon DresdnerETH ZürichVerified email at duck.com
Alicia Y. TsaiUniversity of California BerkeleyVerified email at berkeley.edu
Aditi KrishnapriyanAssistant Professor, UC BerkeleyVerified email at stanford.edu
O. Nganba MeeteiPelotonVerified email at onepeloton.com
Ruijun MaAmazon.com Inc. NYCVerified email at amazon.com
Mengfei CaoSenior Applied Scientist, AmazonVerified email at amazon.com
Robert M. FreundMassachusetts Institute of TechnologyVerified email at mit.edu

Geoffrey Negiar

PhD student, UC Berkeley

Verified email at berkeley.edu


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Linearly convergent Frank-Wolfe with backtracking line-search F Pedregosa, G Negiar, A Askari, M Jaggi Proceedings of the 23rd International Conference on Artificial Intelligence …, 2020	72*	2020
Lifted neural networks A Askari, G Negiar, R Sambharya, LE Ghaoui arXiv preprint arXiv:1805.01532, 2018	44	2018
Stochastic Frank-Wolfe for Constrained Finite-Sum Minimization G Négiar, G Dresdner, A Tsai, LE Ghaoui, F Locatello, RM Freund, ... Proceedings of the 37th International Conference on Machine Learning, 2020., 2020	28	2020
Learning differentiable solvers for systems with hard constraints G Négiar, MW Mahoney, AS Krishnapriyan arXiv preprint arXiv:2207.08675, 2022	18	2022
OPTML 2017: Lifted Neural Networks for Weight Initialization G Negiar, A Askari, F Pedregosa, L El Ghaoui	3	2017
copt: composite optimization in Python F Pedregosa, G Negiar, G Dresdner http://openo.pt/copt/, 2020	2	2020
Probabilistic Forecasting with Coherent Aggregation G Negiar, R Ma, ON Meetei, M Cao, MW Mahoney arXiv preprint arXiv:2307.09797, 2023	1	2023
Constrained machine learning: algorithms and models G Negiar UC Berkeley, 2023		2023
CHOP: continuous optimization built on Pytorch G Négiar, F Pedregosa https://github.com/openopt/chop, 2020		2020

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