Concepedia

Tasuku Soma

TS

8

Publications

336

Citations

8

H-Index

2014

Active since

Affiliations

The University of Tokyo(Current)

National Institute of Informatics

University of Bonn

University of Oxford

Tasuku Soma is an author at The University of Tokyo specializing in engineering, mathematical programming, and computer science.

Top concepts

EngineeringComputer ScienceMathematical ProgrammingData ScienceMachine LearningCombinatorial OptimizationApproximation TheoryComputational ComplexityData MiningLinear Programming

Publications per year

2014–2020

8

Publications

8

Maximizing monotone submodular functions over the integer lattice

Tasuku Soma, Yuichi Yoshida · Mathematical Programming · 2018 · 80 citations

Mathematical Programming, Engineering, Lattice (Order) +5

Optimal Budget Allocation: Theoretical Guarantee and Efficient Algorithm

Tasuku Soma, Naonori Kakimura, Kazuhiro Inaba et al. · International Conference on Machine Learning · 2014 · 65 citations

Mathematical Programming, Engineering, Budget Allocation Problem +24

A generalization of submodular cover via the diminishing return property on the integer lattice

Tasuku Soma, Yuichi Yoshida · Neural Information Processing Systems · 2015 · 62 citations

Mathematical Programming, Engineering, Machine Learning +21

Non-Monotone DR-Submodular Function Maximization

Tasuku Soma, Yuichi Yoshida · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 37 citations · Full text

Mathematical Programming, Engineering, Machine Learning +17

On Orthogonal Tensors and Best Rank-One Approximation Ratio

Zhening Li, Yuji Nakatsukasa, Tasuku Soma et al. · SIAM Journal on Matrix Analysis and Applications · 2018 · 31 citations

Spectral Theory, Engineering, Matrix Factorization +9

Rows per page

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