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researcher

S. Sra

145 papers hereh-index 6517.9k citations271 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author17
  • first author5
  • middle author38
  • last author82

Across the 142 of 145 papers where every author was matched, so the position is known.

fields
  • cs.LG50
  • math.OC42
  • stat.ML16
  • math.FA10
  • cs.CV4
  • math.CA3

identity via Semantic Scholar / OpenAlex

activity
20082026
most citedStochastic Variance Reduction for Nonconvex Optimization

226 citations · 1.9k across the 128 of their papers we have counts for

collaborators
Showing 2021 · math.FAShow all

2 papers · 2 filters

math.FA2021

Positive definite functions of noncommuting contractions, Hua-Bellman matrices, and a new distance metric

Suvrit Sra

We study positive definiteness of Hua-Bellman matrices (i.e., matrices of the form [det(I−Ai∗​Aj​)−α]ij​, where Ai​ and Aj​ are strict contractions and $α\in\mathbb{R}…

math.FA2021

Introducing Discrepancy Values of Matrices with Application to Bounding Norms of Commutators

Pourya Habib Zadeh, Suvrit Sra

We introduce discrepancy values, quantities inspired by the notion of the spectral spread of Hermitian matrices. We define them as the discrepancy between two consecutive Ky-Fan-li…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.