Luigi Nardi
- Joint Entropy Search for Maximally-Informed Bayesian Optimization
2022/06/09 by Carl Hvarfner, Hvarfner, Carl, Frank Hutter +3 · 9 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms
- PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning
2023/06/21 by Neeratyoy Mallik, Mallik, Neeratyoy, Edward M. Bergman +13 · 10 citations
Computer Science · #Machine Learning and Data Classification #Advanced Multi-Objective Optimization Algorithms #Data Stream Mining Techniques
- πBO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization
2022/04/23 by Carl Hvarfner, Danny Stoll, Hvarfner, Carl +9 · 7 citations
Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #Machine Learning and Data Classification #Advanced Bandit Algorithms Research
- LassoBench: A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso
2021/11/04 by Kenan Šehić, Alexandre Gramfort, Šehić, Kenan +5 · 4 citations
Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Statistical Methods and Inference
- Skill-based Multi-objective Reinforcement Learning of Industrial Robot\n Tasks with Planning and Knowledge Integration
2022/03/18 by Matthias Mayr, Faseeh Ahmad, Mayr, Matthias +7 · 1 citation
Computer Science · Engineering · #AI-based Problem Solving and Planning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)
- Falsification of Cyber-Physical Systems using Bayesian Optimization
2022/09/14 by Zahra Ramezani, Ramezani, Zahra, Kenan Šehić +5 · 1 citation
Computer Science · Decision Sciences · Mathematics · #Advanced Statistical Process Monitoring #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Software Reliability and Analysis Research #Statistical Distribution Estimation and Applications #Systems and Control (eess.SY) #electronic engineering #information engineering
- CATBench: A Compiler Autotuning Benchmarking Suite for Black-box Optimization
2024/06/24 by Jacob O. Tørring, Tørring, Jacob O., Carl Hvarfner +5 · 1 citation
Computer Science · #Parallel Computing and Optimization Techniques #Embedded Systems Design Techniques #Numerical Methods and Algorithms
- Understanding High-Dimensional Bayesian Optimization
2025/02/13 by Leonard Papenmeier, Papenmeier, Leonard, Matthias Poloczek +3 · 2 citations
Computer Science · #Machine Learning and Algorithms