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Aaron Mishkin
PhD Student, Stanford University
Verified email at cs.stanford.edu
Mark Schmidt
Associate Professor of Computer Science, University of British Columbia
Verified email at cs.ubc.ca
Mojtaba Soltanalian
Associate Professor of Electrical and Computer Engineering, UIC
Verified email at uic.edu
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Amrutha Varshini Ramesh
PhD student,
University of British Columbia
Verified email at cs.ubc.ca
Optimization
Machine learning
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Analyzing and Improving Greedy 2-Coordinate Updates for Equality-Constrained Optimization via Steepest Descent in the 1-Norm
AV Ramesh, A Mishkin, M Schmidt, Y Zhou, JW Lavington, J She
arXiv preprint arXiv:2307.01169
, 2023
2023
Fast Convergence of Greedy 2-Coordinate Updates for Optimizing with an Equality Constraint
AV Ramesh, A Mishkin, M Schmidt
OPT 2022: Optimization for Machine Learning (NeurIPS 2022 Workshop)
, 2022
2022
Deep Initialization for Guaranteed Unimodular Quadratic Programming
AV Ramesh, M Soltanalian
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …
, 2022
2022
Deep Learning-Aided Unimodular Quadratic Programming: Initialization and Provable Guarantees
AV Ramesh
University of Illinois at Chicago
, 2021
2021
Parameter estimation for Statistical Machine Translation
AV Ramesh
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