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M. Kapralov

35 papers hereh-index 322.8k citations64 works total

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

author position
  • sole author4
  • first author12
  • middle author18

Across the 34 of 35 papers where every author was matched, so the position is known.

fields
  • cs.DS30
  • cs.DC1
  • cs.LG1
  • cs.NI1
  • math-ph1
  • stat.ML1
same name
  • M. Kapralov — 3 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20082026
most citedRandom Fourier Features for Kernel Ridge Regression: Approximation Bounds and Statistical Guarantees

82 citations · 187 across the 27 of their papers we have counts for

collaborators
Showing 2012 · cs.DSShow all

3 papers · 2 filters

cs.DS2012

Better bounds for matchings in the streaming model

Michael Kapralov

In this paper we present improved bounds for approximating maximum matchings in bipartite graphs in the streaming model. First, we consider the question of how well maximum matchin…

cs.DS2012

Online submodular welfare maximization: Greedy is optimal

Michael Kapralov, Ian Post, Jan Vondrak

We prove that no online algorithm (even randomized, against an oblivious adversary) is better than 1/2-competitive for welfare maximization with coverage valuations, unless $NP = R…

cs.DS2012★ 23 cited

Single pass sparsification in the streaming model with edge deletions

Ashish Goel, Michael Kapralov, Ian Post

In this paper we give a construction of cut sparsifiers of Benczur and Karger in the {\em dynamic} streaming setting in a single pass over the data stream. Previous constructions e…

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