Scholar

Ryotaro Kawata

Google Scholar ID: MJvufWcAAAAJ

The University of Tokyo

Machine Learning

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Citations & Impact

All-time

Citations

1

H-index

1

i10-index

0

Publications

3

Co-authors

0

Contact

No contact links provided.

Publications

6 items

How Neural Reward Models Learn Features for Policy Optimization: A Single-Index Analysis

2026

Cited

0

Transformers as Measure-Theoretic Associative Memory: A Statistical Perspective and Minimax Optimality

2026

Cited

0

From Shortcut to Induction Head: How Data Diversity Shapes Algorithm Selection in Transformers

2025

Cited

0

Mixture of Experts Provably Detect and Learn the Latent Cluster Structure in Gradient-Based Learning

2025

Cited

0

When Does Metadata Conditioning (NOT) Work for Language Model Pre-Training? A Study with Context-Free Grammars

2025

Cited

0

Direct Distributional Optimization for Provable Alignment of Diffusion Models

2025

Cited

0

Resume (English only)

Co-authors

0 total

Co-authors: 0 (list not available)