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ORCIDAgniva Chowdhury
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2020 – today
- 2024
[c8]Agniva Chowdhury
, Pradeep Ramuhalli:
A Provably Accurate Randomized Sampling Algorithm for Logistic Regression. AAAI 2024: 11597-11605- [c7]Shreyas Fadnavis, Agniva Chowdhury, Joshua Batson, Petros Drineas, Eleftherios Garyfallidis:
Patch2Self2: Self-Supervised Denoising on Coresets via Matrix Sketching. CVPR 2024: 27631-27641 - [i7]Agniva Chowdhury, Pradeep Ramuhalli:
A Provably Accurate Randomized Sampling Algorithm for Logistic Regression. CoRR abs/2402.16326 (2024) - 2023
- [j2]Aritra Bose, Myson C. Burch, Agniva Chowdhury, Peristera Paschou, Petros Drineas:
Structure-informed clustering for population stratification in association studies. BMC Bioinform. 24(1): 411 (2023) - [i6]Frank Liu, Agniva Chowdhury:
Deep Learning with Physics Priors as Generalized Regularizers. CoRR abs/2312.08678 (2023) - 2022
- [j1]Agniva Chowdhury, Gregory Dexter, Palma London, Haim Avron, Petros Drineas:
Faster Randomized Interior Point Methods for Tall/Wide Linear Programs. J. Mach. Learn. Res. 23: 336:1-336:48 (2022) - [c6]Gregory Dexter, Agniva Chowdhury, Haim Avron, Petros Drineas:
On the Convergence of Inexact Predictor-Corrector Methods for Linear Programming. ICML 2022: 5007-5038 - [c5]Agniva Chowdhury, Aritra Bose, Samson Zhou, David P. Woodruff, Petros Drineas:
A Fast, Provably Accurate Approximation Algorithm for Sparse Principal Component Analysis Reveals Human Genetic Variation Across the World. RECOMB 2022: 86-106 - [i5]Agniva Chowdhury, Gregory Dexter, Palma London, Haim Avron, Petros Drineas:
Faster Randomized Interior Point Methods for Tall/Wide Linear Programs. CoRR abs/2209.08722 (2022) - 2020
- [c4]Agniva Chowdhury, Palma London, Haim Avron, Petros Drineas:
Faster Randomized Infeasible Interior Point Methods for Tall/Wide Linear Programs. NeurIPS 2020 - [c3]Aritra Bose, Myson C. Burch, Agniva Chowdhury, Peristera Paschou, Petros Drineas:
CluStrat: A Structure Informed Clustering Strategy for Population Stratification. RECOMB 2020: 234-236 - [i4]Agniva Chowdhury, Palma London, Haim Avron, Petros Drineas:
Speeding up Linear Programming using Randomized Linear Algebra. CoRR abs/2003.08072 (2020) - [i3]Agniva Chowdhury, Petros Drineas, David P. Woodruff, Samson Zhou:
Approximation Algorithms for Sparse Principal Component Analysis. CoRR abs/2006.12748 (2020)
2010 – 2019
- 2019
- [c2]Agniva Chowdhury, Jiasen Yang, Petros Drineas:
Randomized Iterative Algorithms for Fisher Discriminant Analysis. UAI 2019: 239-249 - 2018
- [c1]Agniva Chowdhury, Jiasen Yang, Petros Drineas:
An Iterative, Sketching-based Framework for Ridge Regression. ICML 2018: 988-997 - [i2]Agniva Chowdhury, Jiasen Yang, Petros Drineas:
Randomized Iterative Algorithms for Fisher Discriminant Analysis. CoRR abs/1809.03045 (2018) - 2017
- [i1]Jiasen Yang, Agniva Chowdhury, Petros Drineas:
Coreset Construction via Randomized Matrix Multiplication. CoRR abs/1705.10102 (2017)
Coauthor Index
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