Julien Martinelli
Research Fellow
Research Fellow
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
Sähköposti
julien.martinelli@aalto.fi
Puhelinnumero
+358505253833
Tutkimusryhmät
- Professorship Lähdesmäki Harri, Research Fellow
Julkaisut
Robust and Computation-Aware Gaussian Processes : Robust and Computation-Aware Gaussian Processes
Marshal Sinaga, Julien Martinelli, Samuel Kaski
2025
The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025)
Proxy-informed Bayesian transfer learning with unknown sources
Sabina J. Sloman, Julien Martinelli, Samuel Kaski
2025
Proceedings of Machine Learning Research
PABBO: Preferential Amortized Black-Box Optimization
Xinyu Zhang, Daolang Huang, Samuel Kaski, Julien Martinelli
2025
13th International Conference on Learning Representations, ICLR 2025
Learning relevant contextual variables within Bayesian optimization
Julien Martinelli, Ayush Bharti, Armi Tiihonen, S. T. John, Louis Filstroff, Sabina J. Sloman, Patrick Rinke, Samuel Kaski
2024
Proceedings of the Fortieth Conference on Uncertainty in Artificial Intelligence
Bayesian Active Learning in the Presence of Nuisance Parameters
Sabina J. Sloman, Ayush Bharti, Julien Martinelli, Samuel Kaski
2024
Proceedings of the Fortieth Conference on Uncertainty in Artificial Intelligence
Challenges in interpretability of additive models
Xinyu Zhang, Julien Martinelli, Ti John
2024
Multi-Fidelity Bayesian Optimization with Unreliable Information Sources
Petrus Mikkola, Julien Martinelli, Louis Filstroff, Samuel Kaski
2023
Proceedings of the 26th International Conference on Artificial Intelligence and Statistics
Reactmine: a search algorithm for inferring chemical reaction networks from time series data
Julien Martinelli, François Fages, Sylvain Soliman, Jeremy Grignard, Annabelle Ballesta
2022
arXiv.org