Shota Saito
5 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ICML (2)
AAAI (1)
AISTATS (1)
NIPS (1)
Top co-authors
Keywords
spectral clustering
(2)
stochastic optimization
(1)
online learning
(1)
graph clustering
(1)
neural architecture search
(1)
natural gradient
(1)
gradient descent
(1)
hypergraph clustering
(1)
expert advice
(1)
spectral embedding
(1)
multi-armed bandit
(1)
approximation algorithm
(1)
graph cut
(1)
adaptive step size
(1)
heat kernel
(1)
search space
(1)
adversarial bandit
(1)
kernel k-mean
(1)
kernel methods
(1)
effective resistance
(1)
Papers
Bayesian Decision Theory on Decision Trees: Uncertainty Evaluation and Interpretability
AISTATS 2025
Bandits with Abstention under Expert Advice
NIPS 2024
Multi-class Graph Clustering via Approximated Effective $p$-Resistance
ICML 2023
Hypergraph Modeling via Spectral Embedding Connection: Hypergraph Cut, Weighted Kernel k-Means, and Heat Kernel
AAAI 2022
Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search
ICML 2019