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Tasuku Soma

23 papers hereh-index 14688 citations35 works total

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

author position
  • sole author1
  • first author10
  • middle author6
  • last author6

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • cs.DS10
  • math.OC6
  • cs.LG3
  • math.NA2
  • math.CO1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedStatistical Learning with Conditional Value at Risk

22 citations · 63 across the 20 of their papers we have counts for

collaborators
Showing 2017Show all

2 papers · 1 filter

cs.DS2017

A New Approximation Guarantee for Monotone Submodular Function Maximization via Discrete Convexity

Tasuku Soma, Yuichi Yoshida

In monotone submodular function maximization, approximation guarantees based on the curvature of the objective function have been extensively studied in the literature. However, th…

math.NA2017

On orthogonal tensors and best rank-one approximation ratio

Zhening Li, Yuji Nakatsukasa, Tasuku Soma +1

As is well known, the smallest possible ratio between the spectral norm and the Frobenius norm of an m×n matrix with m≤n is 1/m​ and is (up to scalar scaling…

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