Minimax optimality of convolutional neural networks for infinite dimensional input-output problems and separation from kernel methods

Yuto Nishimura, Taiji Suzuki
2/12/2026
Semantic Scholar

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@article{nishimura2026minimax,
  title  = {Minimax optimality of convolutional neural networks for infinite dimensional input-output problems and separation from kernel methods},
  author = {Yuto Nishimura and Taiji Suzuki},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:e2e4fc9bd40a1bc17cc8ac174b94ff32313b2765},
  journal = {ICLR 2024 2024}
}

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