Kumagai, Wataru
- Regret Analysis for Continuous Dueling Bandit
2017/11/21 by Wataru Kumagai, Kumagai, Wataru · 5 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Stochastic Gradient Optimization Techniques
- LPML: LLM-Prompting Markup Language for Mathematical Reasoning
2023/09/21 by Ryutaro Yamauchi, Yamauchi, Ryutaro, Sho Sonoda +5 · 3 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Scientific Computing and Data Management #Topic Modeling
- Near-Optimal Policy Identification in Robust Constrained Markov Decision Processes via Epigraph Form
2024/08/29 by Toshinori Kitamura, Tadashi Kozuno, Kitamura, Toshinori +15 · 4 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Statistical Methods and Inference
- Towards Autonomous Hypothesis Verification via Language Models with Minimal Guidance
2023/11/16 by Takagi, Shiro, Yamauchi, Ryutaro, Kumagai, Wataru · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- Learning Bound for Parameter Transfer Learning
2016/10/27 by Wataru Kumagai, Kumagai, Wataru · 2 citations
Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM
- Group Equivariant Conditional Neural Processes
2021/02/17 by Kawano, Makoto, Kumagai, Wataru, Sannai, Akiyoshi +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Equivariant and Invariant Reynolds Networks
2021/10/15 by Sannai, Akiyoshi, Kawano, Makoto, Kumagai, Wataru · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)