Shuhei Watanabe

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 26

Top Topics

Parameter Optimization

Top Venues

Material Appearance

Publications

Gen Sato, Shun Shiramatsu, Mizuki Hoshino, Shuhei Watanabe, Yu Haibo, Takeshi Mizumoto
LLM-Based Structuring of Oral Discussion in Workshop to Support Collaboration Among Local Government and Simulated Citizens. CollabTech (2024)
Shuhei Watanabe, Neeratyoy Mallik, Edward Bergman, Frank Hutter
Fast Benchmarking of Asynchronous Multi-Fidelity Optimization on Zero-Cost Benchmarks. CoRR (2024)
Shuhei Watanabe, Noor H. Awad, Masaki Onishi, Frank Hutter
Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator. IJCAI (2023)
Shuhei Watanabe
Tree-structured Parzen estimator: Understanding its algorithm components and their roles for better empirical performance. CoRR (2023)
Shuhei Watanabe, Archit Bansal, Frank Hutter
PED-ANOVA: Efficiently Quantifying Hyperparameter Importance in Arbitrary Subspaces. IJCAI (2023)
Shuhei Watanabe
Python Wrapper for Simulating Multi-Fidelity Optimization on HPO Benchmarks without Any Wait. CoRR (2023)
Shuhei Watanabe
Python Tool for Visualizing Variability of Pareto Fronts over Multiple Runs. CoRR (2023)
Shuhei Watanabe, Frank Hutter
c-TPE: Tree-structured Parzen Estimator with Inequality Constraints for Expensive Hyperparameter Optimization. IJCAI (2023)
Shuhei Watanabe, Archit Bansal, Frank Hutter
PED-ANOVA: Efficiently Quantifying Hyperparameter Importance in Arbitrary Subspaces. CoRR (2023)
Shuhei Watanabe, Frank Hutter
c-TPE: Generalizing Tree-structured Parzen Estimator with Inequality Constraints for Continuous and Categorical Hyperparameter Optimization. CoRR (2022)
Yoshihiko Ozaki, Yuki Tanigaki, Shuhei Watanabe, Masahiro Nomura, Masaki Onishi
Multiobjective Tree-Structured Parzen Estimator. J. Artif. Intell. Res. 73 (2022)
Shuhei Watanabe, Takahiko Horiuchi
Layered Perceptual Modeling Using Structural Equation Modeling: Exploring Structure with Genetic Algorithm. SMC (2022)
Shuhei Watanabe, Noow Awad, Masaki Onishi, Frank Hutter
Multi-objective Tree-structured Parzen Estimator Meets Meta-learning. CoRR (2022)
Shuhei Watanabe, Shoji Tominaga, Takahiko Horiuchi
The Difference in Impression between Genuine and Artificial Leather: Quantifying the Feeling of Authenticity. HVEI (2021)
Shusuke Shigenaka, Shunki Takami, Shuhei Watanabe, Yuki Tanigaki, Yoshihiko Ozaki, Masaki Onishi
MAS-Bench: Parameter Optimization Benchmark for Multi-agent Crowd Simulation. AAMAS (2021)
Shuhei Watanabe, Takahiko Horiuchi
Image-based Perceptual Editing: Leather "Authenticity" as a Case Study. Material Appearance (2021)
Masahiro Nomura, Shuhei Watanabe, Youhei Akimoto, Yoshihiko Ozaki, Masaki Onishi
Warm Starting CMA-ES for Hyperparameter Optimization. AAAI (2021)
Masahiro Nomura, Shuhei Watanabe, Youhei Akimoto, Yoshihiko Ozaki, Masaki Onishi
Warm Starting CMA-ES for Hyperparameter Optimization. CoRR (2020)
Shintaro Takenaga, Shuhei Watanabe, Masahiro Nomura, Yoshihiko Ozaki, Masaki Onishi, Hitoshi Habe
Evaluating Initialization of Nelder-Mead Method for Hyperparameter Optimization in Deep Learning. ICPR (2020)
Shuhei Watanabe
One-shot Multi-angle Measurement Device for Evaluating the Sparkle Impression. Material Appearance (2020)
Yoshihiko Ozaki, Yuki Tanigaki, Shuhei Watanabe, Masaki Onishi
Multiobjective tree-structured parzen estimator for computationally expensive optimization problems. GECCO (2020)
Shuhei Watanabe, Takahiko Horiuchi
Hierarchical Model of "Feeling of Luxury: " Genuine and Artificial Leather Case Study. AHFE (2) (2020)
Shuhei Watanabe, Shoji Tominaga, Takahiko Horiuchi
The Difference in Impression between Genuine and Artificial Leather: Quantifying the Feeling of Authenticity. J. Percept. Imaging 3 (2) (2020)
Shuhei Watanabe, Yoshihiko Ozaki, Yoshiaki Bando, Masaki Onishi
Speeding up of the Nelder-Mead Method by Data-Driven Speculative Execution. ACPR (1) (2019)
Shuhei Watanabe, Takuroh Sone
Evaluation of Sparkle Impression Considering Observation Distance. Material Appearance (2019)
Takuroh Sone, Shuhei Watanabe
Measurement and Evaluation Method of Orange Peel. Material Appearance (2017)
Atsushi Koike, Shin-Ichi Nakano, Takao Nishizeki, Takeshi Tokuyama, Shuhei Watanabe
Labeling Points with Rectangles of Various Shapes. Int. J. Comput. Geom. Appl. 12 (6) (2002)
Shin-Ichi Nakano, Takao Nishizeki, Takeshi Tokuyama, Shuhei Watanabe
Labeling Points with Rectangles of Various Shapes. Graph Drawing (2000)