‪Naoki Nishikawa‬ - ‪Google Scholar‬

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Co-authors

Taiji SuzukiThe University of TokyoVerified email at mist.i.u-tokyo.ac.jp
Denny WuNew York UniversityVerified email at nyu.edu
Atsushi NitandaCFAR, A*STAR / Nanyang Technological UniversityVerified email at cfar.a-star.edu.sg
Yuichi IkeGraduate School of Mathematical Sciences, The University of TokyoVerified email at ms.u-tokyo.ac.jp

Naoki Nishikawa

Naoki Nishikawa

The University of Tokyo

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

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	6	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, 9131-9143, 2023	3	2023
State Space Models are Provably Comparable to Transformers in Dynamic Token Selection N Nishikawa, T Suzuki The Thirteenth International Conference on Learning Representations, 0

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Articles 1–3