Agniva Chowdhury
7 papers · 2018–2024 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (15) π Keyword Champion (3)
π
Conference Pioneer
Top co-authors
Research topics
Keywords
randomized linear algebra
(3)
matrix sketching
(3)
linear programming
(3)
leverage score
(3)
interior point method
(3)
conjugate gradient
(2)
randomized algorithm
(2)
approximation algorithm
(1)
matrix multiplication
(1)
approximate solution
(1)
iterative algorithm
(1)
preconditioning technique
(1)
randomized numerical linear algebra
(1)
ridge leverage score
(1)
randomized sampling
(1)
predictor-corrector method
(1)
inexact solver
(1)
self-supervised denoising
(1)
dimensionality reduction
(1)
diffusion mri
(1)
Papers
A Provably Accurate Randomized Sampling Algorithm for Logistic Regression
AAAI 2024
Patch2Self2: Self-supervised Denoising on Coresets via Matrix Sketching
CVPR 2024
Faster Randomized Interior Point Methods for Tall/Wide Linear Programs
JMLR 2022
On the Convergence of Inexact Predictor-Corrector Methods for Linear Programming
ICML 2022
Faster Randomized Infeasible Interior Point Methods for Tall/Wide Linear Programs
NeurIPS 2020
Randomized Iterative Algorithms for Fisher Discriminant Analysis
UAI 2019
An Iterative, Sketching-based Framework for Ridge Regression
ICML 2018