Ishikawa, Satoki

4 publications

ICLR 2026 Optimal Sparsity of Mixture-of-Experts Language Models for Reasoning Tasks Taishi Nakamura, Satoki Ishikawa, Masaki Kawamura, Takumi Okamoto, Daisuke Nohara, Jun Suzuki, Rio Yokota

ICLR 2025 Local Loss Optimization in the Infinite Width: Stable Parameterization of Predictive Coding Networks and Target Propagation Satoki Ishikawa, Rio Yokota, Ryo Karakida

ICLR 2025 PhiNets: Brain-Inspired Non-Contrastive Learning Based on Temporal Prediction Hypothesis Satoki Ishikawa, Makoto Yamada, Han Bao, Yuki Takezawa

ICLR 2024 On the Parameterization of Second-Order Optimization Effective Towards the Infinite Width Satoki Ishikawa, Ryo Karakida