Ryotaro Kawata

According to our database, Ryotaro Kawata authored at least 3 papers in 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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

Ryotaro Kawata, Kohsei Matsutani, Yuri Kinoshita, Naoki Nishikawa, Taiji Suzuki

CoRR, June, 2025

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

Rei Higuchi, Ryotaro Kawata, Naoki Nishikawa, Kazusato Oko, Shoichiro Yamaguchi, Sosuke Kobayashi, Seiya Tokui, Kohei Hayashi, Daisuke Okanohara, Taiji Suzuki

CoRR, April, 2025

Direct Distributional Optimization for Provable Alignment of Diffusion Models.

Ryotaro Kawata, Kazusato Oko, Atsushi Nitanda, Taiji Suzuki

Proceedings of the Thirteenth International Conference on Learning Representations, 2025