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20082026
most citedStochastic Variance Reduction for Nonconvex Optimization

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

collaborators

145 papers

math.FA2026

The -Bures-Wasserstein distance via block matrices (with application to -Bures-Wasserstein barycenters)

Suvrit Sra

We study the -Bures-Wasserstein distance on positive semidefinite matrices; it equals the Bures-Wass…

math.CA2026

A Proof of McLeod's 1959 Conjecture on Complete Homogeneous Symmetric Ratios

Suvrit Sra

We prove McLeod's (1959) conjecture that is subadditive for all and , where is the complete homogeneous symmetric polynomial of…

math.RA2026

A Koteljanskii inequality for permanents

Suvrit Sra

We prove a permanental analogue of Koteljanskii's inequality. If is an inverse -matrix that becomes symmetric after a positive diagonal similarity, then $\mathrm{per}(A_{S\c…

math.CO2026

Tighter bounds on Komlós discrepancy: existence and algorithmic results

Emrullah Akbas, Suvrit Sra

Guo, Fang, and Lu recently proved the Komlós conjecture: for vectors of Euclidean norm at most one, there are signs with $…

cs.DS2026

Kadison--Singer partitions and Bilu--Linial graph signings in polynomial time

Ali Jadbabaie, Amin Saberi, Suvrit Sra

We prove two main algorithmic results in spectral discrepancy. First, we give a deterministic polynomial-time rounding theorem for rational positive semidefinite matrices of arbitr…

math.PR2026

Boolean Small-Ball Inequalities for Discrepancy Theory

Emrullah Akbas, Suvrit Sra

We prove new small-ball inequalities for boolean matrix-series. The leading example is , which holds for…