Luigi Nardi (Former)

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2025
Mark Unified framework for entropy search and expected improvement in Bayesian optimization
Cheng, Nuojin ; Papenmeier, Leonard ^LU ; Becker, Stephen and Nardi, Luigi ^LU (2025)
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Exploring exploration in Bayesian 0ptimization
Papenmeier, Leonard ^LU ; Cheng, Nuojin ; Becker, Stephen and Nardi, Luigi ^LU (2025)
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Understanding high-dimensional Bayesian optimization
Papenmeier, Leonard ^LU ; Poloczek, Matthias and Nardi, Luigi ^LU (2025) 42nd International Conference on Machine Learning, ICML 2025 267. p.47902-47923
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Leveraging axis-aligned subspaces for high-dimensional Bayesian optimization with group testing
Hellsten, Erik ^LU ; Hvarfner, Carl ^LU ; Papenmeier, Leonard ^LU and Nardi, Luigi ^LU (2025)
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Falsification of Cyber-physical Systems Using Bayesian Optimization
Ramezani, Zahra ; Šehić, Kenan ^LU ; Nardi, Luigi ^LU and Åkesson, Knut (2025) In ACM Transactions on Embedded Computing Systems 24(3).
- Contribution to journal › Article
Mark A Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization
Cheng, Nuojin ; Papenmeier, Leonard ^LU ; Becker, Stephen and Nardi, Luigi ^LU (2025) 42nd International Conference on Machine Learning, ICML 2025 267. p.10106-10120
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
2024
Mark Vanilla Bayesian Optimization Performs Great in High Dimensions
Hvarfner, Carl ^LU ; Hellsten, Erik O. ^LU and Nardi, Luigi ^LU (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
Hvarfner, Carl ^LU ; Hutter, Frank and Nardi, Luigi ^LU (2024) 12th International Conference on Learning Representations, ICLR 2024
- Contribution to conference › Paper, not in proceeding
2023
Mark Bounce : Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces
Papenmeier, Leonard ^LU ; Nardi, Luigi ^LU and Poloczek, Matthias (2023) 37th Conference on Neural Information Processing Systems, NeurIPS 2023 In Advances in Neural Information Processing Systems 36.
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Bounce: a Reliable Bayesian Optimization Algorithm for Combinatorial and Mixed Spaces
Papenmeier, Leonard ^LU ; Nardi, Luigi ^LU and Poloczek, Matthias (2023) 37th Conference on Neural Information Processing Systems, NeurIPS 2023
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding

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