Shota Saito
5 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Mathematics & Optimization
(2)
Applications
(2)
Core AI
(2)
Core Methods
(2)
Mathematics
(2)
Optimization & Theory · Machine Learning
(2)
Deep Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Paradigms
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
spectral clustering
(2)
stochastic optimization
(1)
online learning
(1)
graph clustering
(1)
neural architecture search
(1)
feature importance
(1)
markov chain monte carlo
(1)
posterior distribution
(1)
natural gradient
(1)
gradient descent
(1)
bayesian decision theory
(1)
hypergraph clustering
(1)
expert advice
(1)
spectral embedding
(1)
metropolis-hastings algorithm
(1)
multiclass clustering
(1)
multi-armed bandit
(1)
approximation algorithm
(1)
graph cut
(1)
decision tree
(1)
Papers
Bayesian Decision Theory on Decision Trees: Uncertainty Evaluation and Interpretability
AISTATS 2025
Bandits with Abstention under Expert Advice
NeurIPS 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