Agniva Chowdhury

19 papers A* 5A 1B 2Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
SOCKET: SOft Collison Kernel EsTimator for Sparse Attention.
CoRR
Sahil Joshi, Agniva Chowdhury, Wyatt Bellinger, Amar Kanakamedala, Ekam Singh, Hoang Anh Duy Le, Aditya Desai, Anshumali Shrivastava
2025 J jnl
Replacing Softmax Similarity with a Sharpened Angular Similarity: Theory and Practice of Scaling To Billion-Context Attention.
CoRR
Sahil Joshi, Agniva Chowdhury, Amar Kanakamedala, Ekam Singh, Evan Tu, Anshumali Shrivastava
2024 A* conf
A Provably Accurate Randomized Sampling Algorithm for Logistic Regression.
AAAI
Agniva Chowdhury, Pradeep Ramuhalli
2024 J jnl
A Provably Accurate Randomized Sampling Algorithm for Logistic Regression.
CoRR
Agniva Chowdhury, Pradeep Ramuhalli
2024 A* conf
Patch2Self2: Self-Supervised Denoising on Coresets via Matrix Sketching.
CVPR
Shreyas Fadnavis, Agniva Chowdhury, Joshua Batson, Petros Drineas, Eleftherios Garyfallidis
2023 J jnl
Deep Learning with Physics Priors as Generalized Regularizers.
CoRR
Frank Liu, Agniva Chowdhury
2023 J jnl
Structure-informed clustering for population stratification in association studies.
BMC Bioinform.
Aritra Bose, Myson C. Burch, Agniva Chowdhury, Peristera Paschou, Petros Drineas
2022 B conf
A Fast, Provably Accurate Approximation Algorithm for Sparse Principal Component Analysis Reveals Human Genetic Variation Across the World.
RECOMB
Agniva Chowdhury, Aritra Bose, Samson Zhou, David P. Woodruff, Petros Drineas
2022 J jnl
Faster Randomized Interior Point Methods for Tall/Wide Linear Programs.
CoRR
Agniva Chowdhury, Gregory Dexter, Palma London, Haim Avron, Petros Drineas
2022 J jnl
Faster Randomized Interior Point Methods for Tall/Wide Linear Programs.
J. Mach. Learn. Res.
Agniva Chowdhury, Gregory Dexter, Palma London, Haim Avron, Petros Drineas
2022 A* conf
On the Convergence of Inexact Predictor-Corrector Methods for Linear Programming.
ICML
Gregory Dexter, Agniva Chowdhury, Haim Avron, Petros Drineas
2020 J jnl
Approximation Algorithms for Sparse Principal Component Analysis.
CoRR
Agniva Chowdhury, Petros Drineas, David P. Woodruff, Samson Zhou
2020 B conf
CluStrat: A Structure Informed Clustering Strategy for Population Stratification.
RECOMB
Aritra Bose, Myson C. Burch, Agniva Chowdhury, Peristera Paschou, Petros Drineas
2020 A* conf
Faster Randomized Infeasible Interior Point Methods for Tall/Wide Linear Programs.
NeurIPS
Agniva Chowdhury, Palma London, Haim Avron, Petros Drineas
2020 J jnl
Speeding up Linear Programming using Randomized Linear Algebra.
CoRR
Agniva Chowdhury, Palma London, Haim Avron, Petros Drineas
2019 A conf
Randomized Iterative Algorithms for Fisher Discriminant Analysis.
UAI
Agniva Chowdhury, Jiasen Yang, Petros Drineas
2018 A* conf
An Iterative, Sketching-based Framework for Ridge Regression.
ICML
Agniva Chowdhury, Jiasen Yang, Petros Drineas
2018 J jnl
Randomized Iterative Algorithms for Fisher Discriminant Analysis.
CoRR
Agniva Chowdhury, Jiasen Yang, Petros Drineas
2017 J jnl
Coreset Construction via Randomized Matrix Multiplication.
CoRR
Jiasen Yang, Agniva Chowdhury, Petros Drineas