Carl Hvarfner
- 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, Hvarfner, Carl, Danny Stoll +9 · 7 citations
Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #Machine Learning and Data Classification #Advanced Bandit Algorithms Research
- Joint Entropy Search for Maximally-Informed Bayesian Optimization
2022/06/09 by Carl Hvarfner, Frank Hutter, Hvarfner, Carl +3 · 6 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms
- 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