Saito, Shota

9 publications

AISTATS 2025 Bayesian Decision Theory on Decision Trees: Uncertainty Evaluation and Interpretability Yuta Nakahara, Shota Saito, Naoki Ichijo, Koki Kazama, Toshiyasu Matsushima

NeurIPS 2024 Bandits with Abstention Under Expert Advice Stephen Pasteris, Alberto Rumi, Maximilian Thiessen, Shota Saito, Atsushi Miyauchi, Fabio Vitale, Mark Herbster

ICMLW 2024 Bandits with Abstention Under Expert Advice Stephen Pasteris, Alberto Rumi, Maximilian Thiessen, Shota Saito, Atsushi Miyauchi, Fabio Vitale, Mark Herbster

ICLRW 2024 ResTran: A GNN Alternative to Learn a Graph with Features Shota Saito, Takanori Maehara, Mark Herbster

MLJ 2023 Generalizing P-Laplacian: Spectral Hypergraph Theory and a Partitioning Algorithm Shota Saito, Mark Herbster

ICML 2023 Multi-Class Graph Clustering via Approximated Effective $p$-Resistance Shota Saito, Mark Herbster

AAAI 2022 Hypergraph Modeling via Spectral Embedding Connection: Hypergraph Cut, Weighted Kernel K-Means, and Heat Kernel Shota Saito

ICML 2019 Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search Youhei Akimoto, Shinichi Shirakawa, Nozomu Yoshinari, Kento Uchida, Shota Saito, Kouhei Nishida

AAAI 2018 Hypergraph P-Laplacian: A Differential Geometry View Shota Saito, Danilo P. Mandic, Hideyuki Suzuki