Artigos com autorizações de acesso público - Agniva ChowdhurySaiba mais
11 artigos disponíveis publicamente
An iterative, sketching-based framework for ridge regression
A Chowdhury, J Yang, P Drineas
International conference on machine learning, 989-998, 2018
Autorizações: US National Science Foundation
Faster Randomized Infeasible Interior Point Methods for Tall/Wide Linear Programs.
A Chowdhury, P London, H Avron, P Drineas
Neural Information Processing Systems 33, 8704-8715, 2020
Autorizações: US National Science Foundation
Randomized iterative algorithms for Fisher discriminant analysis
A Chowdhury, J Yang, P Drineas
Conference on Uncertainty in Artificial Intelligence (UAI), 239-249, 2019
Autorizações: US National Science Foundation
On the Convergence of Inexact Predictor-Corrector Methods for Linear Programming
G Dexter, A Chowdhury, H Avron, P Drineas
International Conference on Machine Learning, 5007--5038, 2022
Autorizações: US National Science Foundation, US Department of Energy
Structural conditions for projection-cost preservation via randomized matrix multiplication
A Chowdhury, J Yang, P Drineas
Linear Algebra and its Applications 573, 144-165, 2019
Autorizações: US National Science Foundation
A Fast, provably accurate approximation algorithm for sparse principal component analysis reveals human genetic variation across the world
A Chowdhury, A Bose, S Zhou, DP Woodruff, P Drineas
International Conference on Research in Computational Molecular Biology, 86-106, 2022
Autorizações: US National Science Foundation, US Department of Defense, US National …
Faster randomized interior point methods for tall/wide linear programs
A Chowdhury, G Dexter, P London, H Avron, P Drineas
Journal of Machine Learning Research 23 (336), 1-48, 2022
Autorizações: US National Science Foundation, US Department of Energy
Patch2Self2: Self-supervised Denoising on Coresets via Matrix Sketching
S Fadnavis, A Chowdhury, J Batson, P Drineas, E Garyfallidis
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
Autorizações: US National Science Foundation, US Department of Energy, US National …
CluStrat: a structure informed clustering strategy for population stratification
A Bose, MC Burch, A Chowdhury, P Paschou, P Drineas
Conference on Research in Computational Molecular Biology (RECOMB), 234-236, 2020
Autorizações: US National Science Foundation
Structure-informed clustering for population stratification in association studies
A Bose, M Burch, A Chowdhury, P Paschou, P Drineas
BMC bioinformatics 24 (1), 411, 2023
Autorizações: US National Science Foundation, US Department of Energy
A Provably Accurate Randomized Sampling Algorithm for Logistic Regression
A Chowdhury, P Ramuhalli
Proceedings of the AAAI Conference on Artificial Intelligence 38 (10), 11597 …, 2024
Autorizações: US Department of Energy
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