Agniva Chowdhury

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 16

Top Topics

Sparse Principal Component Analysis

Iterative Algorithms

Top Venues

Publications

Agniva Chowdhury, Pradeep Ramuhalli
A Provably Accurate Randomized Sampling Algorithm for Logistic Regression. AAAI (2024)
Agniva Chowdhury, Pradeep Ramuhalli
A Provably Accurate Randomized Sampling Algorithm for Logistic Regression. CoRR (2024)
Frank Liu, Agniva Chowdhury
Deep Learning with Physics Priors as Generalized Regularizers. CoRR (2023)
Aritra Bose, Myson C. Burch, Agniva Chowdhury, Peristera Paschou, Petros Drineas
Structure-informed clustering for population stratification in association studies. BMC Bioinform. 24 (1) (2023)
Gregory Dexter, Agniva Chowdhury, Haim Avron, Petros Drineas
On the Convergence of Inexact Predictor-Corrector Methods for Linear Programming. ICML (2022)
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 (2022)
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)
Agniva Chowdhury, Gregory Dexter, Palma London, Haim Avron, Petros Drineas
Faster Randomized Interior Point Methods for Tall/Wide Linear Programs. CoRR (2022)
Agniva Chowdhury, Palma London, Haim Avron, Petros Drineas
Faster Randomized Infeasible Interior Point Methods for Tall/Wide Linear Programs. NeurIPS (2020)
Agniva Chowdhury, Petros Drineas, David P. Woodruff, Samson Zhou
Approximation Algorithms for Sparse Principal Component Analysis. CoRR (2020)
Aritra Bose, Myson C. Burch, Agniva Chowdhury, Peristera Paschou, Petros Drineas
CluStrat: A Structure Informed Clustering Strategy for Population Stratification. RECOMB (2020)
Agniva Chowdhury, Palma London, Haim Avron, Petros Drineas
Speeding up Linear Programming using Randomized Linear Algebra. CoRR (2020)
Agniva Chowdhury, Jiasen Yang, Petros Drineas
Randomized Iterative Algorithms for Fisher Discriminant Analysis. UAI (2019)
Agniva Chowdhury, Jiasen Yang, Petros Drineas
Randomized Iterative Algorithms for Fisher Discriminant Analysis. CoRR (2018)
Agniva Chowdhury, Jiasen Yang, Petros Drineas
An Iterative, Sketching-based Framework for Ridge Regression. ICML (2018)
Jiasen Yang, Agniva Chowdhury, Petros Drineas
Coreset Construction via Randomized Matrix Multiplication. CoRR (2017)