Research output per year
Research output per year
Fingerprint
Dive into the research topics where Carl Hvarfner is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
-
Bayesian Optimization Across the Spectrum of Knowledge: Enhancing Efficiency through Beliefs, Information and Assumptions
Hvarfner, C., 2025 Feb 19, Lund: Department of Computer Science, Lund University. 250 p.Research output: Thesis › Doctoral Thesis (compilation)
Open AccessFile141 Downloads (Pure) -
A GENERAL FRAMEWORK FOR USER-GUIDED BAYESIAN OPTIMIZATION
Hvarfner, C., Hutter, F. & Nardi, L., 2024.Research output: Contribution to conference › Paper, not in proceeding › peer-review
-
Vanilla Bayesian Optimization Performs Great in High Dimensions
Hvarfner, C., Hellsten, E. O. & Nardi, L., 2024, In: Proceedings of Machine Learning Research. 235, p. 20793-20817 25 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Joint Entropy Search for Maximally-Informed Bayesian Optimization
Hvarfner, C., Hutter, F. & Nardi, L., 2022 Sept 14, (Accepted/In press) Advances in Neural Information Processing Systems 35 (NeurIPS 2022). Curran Associates, IncResearch output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
-
πBO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization
Hvarfner, C., Stoll, D., Souza, A., Lindauer, M., Hutter, F. & Nardi, L., 2022 Apr 25.Research output: Contribution to conference › Paper, not in proceeding › peer-review
Projects
- 1 Active
-
RobotLab LTH
Bagge Carlson, F. (Researcher), Johansson, R. (Researcher), Karlsson, M. (Researcher), Olofsson, B. (Researcher), Robertsson, A. (Researcher), Robertz, S. (Researcher), Haage, M. (Researcher), Malec, J. (Researcher), Nilsson, K. (Researcher), Nugues, P. (Researcher), Stenmark, M. (Researcher), Topp, E. A. (Researcher), Krueger, V. (Researcher), Åström, H. (Researcher), Mayr, M. (Researcher), Salt Ducaju, J. (Researcher), Nishimura, M. (Administrator), Wisbrant, J. (Project communication officer), Dürr, A. (Researcher), Mayr, M. (Researcher), Nugues, P. (Researcher), Klang, M. (Research engineer), Klöckner, M. (Researcher), Nardi, L. (Researcher), Ahmad, F. (Researcher), Oxenstierna, J. (Researcher), Rizwan, M. (Researcher), Reichenbach, C. (Researcher), Bergström, J. (Researcher), Dell'Unto, N. (Researcher), Maunsbach, L. (Researcher), Åström, K. (Researcher), Blomdell, A. (Research engineer), Magnusson, M. (Researcher), Fransson, P.-A. (Researcher), Karayiannidis, Y. (Researcher), Johansson, A. T. (Researcher), Jia, Z. (Researcher), Laban, L. (Researcher), Wingqvist, B. (Researcher), Guberina, M. (Researcher), Jena, A. (Researcher), Westin, E. (Administrator), Frick, C. (Administrator), Pisarevskiy, A. (Research engineer), Nilsson, A. (Research engineer), Reitmann, S. (Researcher), Hvarfner, C. (Researcher), Stoltenberg, P. (Researcher) & Fregnan, S. (Researcher)
1993/01/01 → …
Project: Research
Activities
- 1 Organisation of public lecture/debate/seminar
-
AI Lund lunch seminar: Materials, Medicines and Model Tuning - Automating Experimental Design with Bayesian Optimisation
Wisbrant, J. (Organiser), Wisbrant, J. (Chair) & Hvarfner, C. (Keynote/plenary speaker)
2024 Apr 17Activity: Participating in or organising an event › Organisation of public lecture/debate/seminar