Carl Hvarfner (Former)
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- 2025
-
Mark
Bayesian optimization across the spectrum of knowledge : enhancing efficiency through beliefs, information and assumptions
2025)(
- Thesis › Doctoral thesis (compilation)
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Mark
Leveraging axis-aligned subspaces for high-dimensional Bayesian optimization with group testing
2025)(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2024
-
Mark
Vanilla Bayesian Optimization Performs Great in High Dimensions
2024) 41st International Conference on Machine Learning, ICML 2024 In Proceedings of Machine Learning Research 235. p.20793-20817(
- Contribution to journal › Article
-
Mark
A GENERAL FRAMEWORK FOR USER-GUIDED BAYESIAN OPTIMIZATION
2024) 12th International Conference on Learning Representations, ICLR 2024(
- Contribution to conference › Paper, not in proceeding
- 2022
-
Mark
πBO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization
2022) Tenth International Conference of Learning Representations, ICLR 2022(
- Contribution to conference › Paper, not in proceeding
-
Mark
Joint Entropy Search for Maximally-Informed Bayesian Optimization
2022) 36th Conference on Neural Information Processing Systems, NeurIPS 2022(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Learning Skill-based Industrial Robot Tasks with User Priors
2022) IEEE 18th International Conference on Automation Science and Engineering (IEEE CASE2022) p.1485-1492(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding