‪Naoki Nishikawa‬ - ‪Google Scholar‬

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Co-authors

Denny WuNew York UniversityVerified email at nyu.edu
Atsushi NitandaA*STAR Centre for Frontier AI Research (CFAR)Verified email at cfar.a-star.edu.sg
Taiji SuzukiThe University of TokyoVerified email at mist.i.u-tokyo.ac.jp
Yuichi IkeInstitute of Mathematics for Industry, Kyushu UniversityVerified email at imi.kyushu-u.ac.jp

Naoki Nishikawa

Naoki Nishikawa

The University of Tokyo

Verified email at g.ecc.u-tokyo.ac.jp

Machine Learning Optimization Topological Data Analysis


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Two-layer neural network on infinite dimensional data: global optimization guarantee in the mean-field regime N Nishikawa, T Suzuki, A Nitanda, D Wu Advances in Neural Information Processing Systems 35, 32612-32623, 2022	3	2022
Adaptive Topological Feature via Persistent Homology: Filtration Learning for Point Clouds N Nishikawa, Y Ike, K Yamanishi Advances in Neural Information Processing Systems 36, 2024		2024

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