Masayuki Karasuyama

1. Multi-objective Bayesian Optimization using Pareto-frontier Entropy
   2019/06/01 by Shinya Suzuki, Suzuki, Shinya, Shion Takeno +7 · 10 citations
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metaheuristic Optimization Algorithms Research
2. Towards Practical Preferential Bayesian Optimization with Skew Gaussian Processes
   2023/02/03 by Shion Takeno, Masahiro Nomura, Takeno, Shion +3 · 4 citations
   Computer Science · #Gaussian Processes and Bayesian Inference #Advanced Multi-Objective Optimization Algorithms
3. Multi-Objective Bayesian Optimization with Active Preference Learning
   2023/11/22 by Ryota Ozaki, Kazuki Ishikawa, Ozaki, Ryota +11 · 4 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Advanced Control Systems Optimization #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Suboptimal Solution Path Algorithm for Support Vector Machine
   2011/05/03 by Masayuki Karasuyama, Karasuyama, Masayuki, Ichiro Takeuchi +1 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research
5. Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds
   2023/11/07 by Shion Takeno, Takeno, Shion, I. Yu +5 · 3 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
6. Learning Attributed Graphlets: Predictive Graph Mining by Graphlets with Trainable Attribute
   2024/02/10 by Tajima Shinji, Ren Sugihara, Shinji, Tajima +5 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
7. Randomized Gaussian Process Upper Confidence Bound with Tighter Bayesian Regret Bounds
   2023/02/03 by Shion Takeno, Takeno, Shion, I. Yu +3 · 2 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning and Algorithms