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Home/Authors/Sho Sonoda

Sho Sonoda

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 6:42 AM AMS

5

papers

63

total citations

papers (5)

Learning with Optimized Random Features: Exponential Speedup by Quantum Machine Learning without Sparsity and Low-Rank Assumptions

NEURIPS 2020arXiv

Differentiable Multiple Shooting Layers

NEURIPS 2021arXiv

Universality of Group Convolutional Neural Networks Based on Ridgelet Analysis on Groups

NEURIPS 2022arXiv

Koopman-based generalization bound: New aspect for full-rank weights

Deep Ridgelet Transform and Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines