AC
Agniva Chowdhury
cs.LGcs.DScs.AIstat.MLmath.OCAssociation studiesClusteringgeneticsgenomicsneuroscience
On Valency
published · living versionsW_vgvgybdz·v1 · currentpublished
Stratified Sparse Attention: Reducing the Sparse-to-Dense Gap at Extreme Sparsity
with Sahil Joshi, Prithvi Dixit, Aryan Katiyar, Joseph E. Gonzalez +3
1 version
Preprints & journals
16 papers in the corpus · 2017–2026Stratified Sparse Attention: Reducing the Sparse-to-Dense Gap at Extreme Sparsity2610.28441v1 · Sahil Joshi, Prithvi Dixit, Aryan Katiyar et al.2026 · 0 citationsarXivon Valency
Inference Time Context Sparsity: Illusion or Opportunity?2605.24168v1 · Sahil Joshi, Prithvi Dixit, Agniva Chowdhury et al.2026 · 0 citationsarXiv
SOCKET: SOft Collision Kernel EsTimator for Sparse Attention2602.06283v3 · Sahil Joshi, Agniva Chowdhury, Wyatt Bellinger et al.2026 · 0 citationsarXiv
RACE Attention: A Strictly Linear-Time Attention Layer for Training on Outrageously Large Contexts2510.04008v5 · Sahil Joshi, Agniva Chowdhury, Amar Kanakamedala et al.2025 · 0 citationsarXiv
A Provably Accurate Randomized Sampling Algorithm for Logistic Regression2402.16326v3 · Agniva Chowdhury, Pradeep Ramuhalli2024 · 5 citationsarXiv
Deep Learning with Physics Priors as Generalized Regularizers2312.08678v1 · Frank Liu, Agniva Chowdhury2023 · 1 citationarXiv
Structure-informed clustering for population stratification in association studies.37907836 · Bose, Aritra, Burch, Myson, Chowdhury, Agniva et al.2023 · 6 citationsBMC bioinformatics. 2023;24(1):411
Faster Randomized Interior Point Methods for Tall/Wide Linear Programs2209.08722v2 · Agniva Chowdhury, Gregory Dexter, Palma London et al.2022 · 4 citationsarXiv
A Fast, Provably Accurate Approximation Algorithm for Sparse Principal Component Analysis Reveals Human Genetic Variation Across the World.36649383 · Chowdhury, Agniva, Bose, Aritra, Zhou, Samson et al.2024 · 5 citationsResearch in computational molecular biology : ... Annual International Conference, RECOMB ... : proceedings. RECOMB (Conference : 2005- ). 2022;13278:86-106
Patch2Self denoising of Diffusion MRI with Self-Supervision and Matrix Sketching10.1101/2022.03.15.484539v1 · Fadnavis, S., Chowdhury, A., Batson, J. et al.2022 · 6 citationsbioRxiv
On the Convergence of Inexact Predictor-Corrector Methods for Linear Programming2202.01756v1 · Gregory Dexter, Agniva Chowdhury, Haim Avron et al.2022 · 3 citationsarXiv
Approximation Algorithms for Sparse Principal Component Analysis2006.12748v2 · Agniva Chowdhury, Petros Drineas, David P. Woodruff et al.2020 · 3 citationsarXiv
Speeding up Linear Programming using Randomized Linear Algebra2003.08072v1 · Agniva Chowdhury, Palma London, Haim Avron et al.2020 · 2 citationsarXiv
CluStrat: a structure informed clustering strategy for population stratification10.1101/2020.01.15.908228v1 · Bose, A., Burch, M. C., Chowdhury, A. et al.2020 · 4 citationsbioRxiv
Randomized Iterative Algorithms for Fisher Discriminant Analysis1809.03045v2 · Agniva Chowdhury, Jiasen Yang, Petros Drineas2018 · 5 citationsarXiv
Structural Conditions for Projection-Cost Preservation via Randomized Matrix Multiplication1705.10102v2 · Agniva Chowdhury, Jiasen Yang, Petros Drineas2017 · 2 citationsarXiv
Career total: 26 works. 16 are in this corpus.
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