‪Amrutha Varshini Ramesh‬ - ‪Google Scholar‬

Amrutha Varshini Ramesh

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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Articles 1–5