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Home/Authors/Sho Sonoda

Sho Sonoda

Topic trends: 31,945 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,180 papers | Abstracts: 30,597 (89.5%) | Citations: 34,180 (100.0%) | arXiv: 25,713 (75.2%)

Built: Feb 4, 2026, 12:29 AM AMS

5

papers

8

total citations

papers (5)

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

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