Holger Hoos
Universiteit Leiden
H-index: 79
Europe-Netherlands
Top articles of Holger Hoos
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Space and Artificial Intelligence (Dagstuhl Seminar 23461) | Sašo Džeroski Holger H Hoos Bertrand Le Saux Leendert van der Torre Ana Kostovska | 2024 | |
Accelerating Adversarially Robust Model Selection for Deep Neural Networks via Racing | Matthias König Holger H Hoos Jan N van Rijn | 2024 | |
Critically Assessing the State of the Art in Neural Network Verification | Matthias König Annelot W Bosman Holger H Hoos Jan N van Rijn | 2024 | |
Automated machine learning: past, present and future | Artificial Intelligence Review | Mitra Baratchi Can Wang Steffen Limmer Jan N van Rijn Holger Hoos | 2024/5 |
Software engineering practices for machine learning—Adoption, effects, and team assessment | Journal of Systems and Software | Alex Serban Koen van der Blom Holger Hoos Joost Visser | 2024/3/1 |
AutoSR4EO: An AutoML Approach to Super-Resolution for Earth Observation Images | Remote Sensing | Julia Wąsala Suzanne Marselis Laurens Arp Holger Hoos Nicolas Longépé | 2024/1/23 |
Competitions in AI--Robustly Ranking Solvers Using Statistical Resampling | arXiv preprint arXiv:2308.05062 | Chris Fawcett Mauro Vallati Holger H Hoos Alfonso E Gerevini | 2023/8/9 |
The Bigger Fish: A Comparison of Meta-Learning QSAR Models on Low-Resourced Aquatic Toxicity Regression Tasks | Environmental Science & Technology | Thalea Schlender Markus Viljanen Jan N van Rijn Felix Mohr Willie JGM Peijnenburg | 2023/6/14 |
Artificial intelligence to advance Earth observation: a perspective | arXiv preprint arXiv:2305.08413 | Devis Tuia Konrad Schindler Begüm Demir Gustau Camps-Valls Xiao Xiang Zhu | 2023/5/15 |
Improving the performance of stochastic local search for maximum vertex weight clique problem using programming by optimization | Expert Systems with Applications | Yi Chu Chuan Luo Holger H Hoos Haihang You | 2023/3/1 |
Q (D) O-ES: Population-based Quality (Diversity) Optimisation for Post Hoc Ensemble Selection in AutoML | Lennart Oswald Purucker Lennart Schneider Marie Anastacio Joeran Beel Bernd Bischl | 2023/12/2 | |
A preliminary study of critical robustness distributions in neural network verification | Proceedings of the 6th workshop on formal methods for ML-enabled autonomous systems | Annelot W Bosman Holger H Hoos Jan N van Rijn | 2023 |
Adaptive error bounded piecewise linear approximation for time-series representation | Engineering Applications of Artificial Intelligence | Zhou Zhou Mitra Baratchi Gangquan Si Holger H Hoos Gang Huang | 2023/11/1 |
Critically Assessing the State of the Art in CPU-based Local Robustness Verification | Matthias König Annelot W Bosman Holger H Hoos Jan N van Rijn | 2023 | |
Sparkle: Toward Accessible Meta-Algorithmics for Improving the State of the Art in Solving Challenging Problems | Koen Van der Blom Holger H Hoos Chuan Luo Jeroen G Rook | 2022/10/17 | |
Bayesian Weak Supervision via an Optimal Transport Approach | Putra Manggala Holger Hoos Eric Nalisnick | 2022/7/26 | |
Challenges of acquiring compositional inductive biases via meta-learning | Eric Mitchell Chelsea Finn Chris Manning | 2021/8/18 | |
Automated Configuration and Usage of Strategy Portfolios for Bargaining | arXiv preprint arXiv:2212.10228 | Bram M Renting Holger H Hoos Catholijn M Jonker | 2022/12/20 |
The 13th international automated negotiating agent competition challenges and results | Reyhan Aydoğan Tim Baarslag Katsuhide Fujita Holger H Hoos Catholijn M Jonker | 2022/7/22 | |
Opening the black box: Automated software analysis for algorithm selection | Damir Pulatov Marie Anastacio Lars Kotthoff Holger Hoos | 2022/9/19 |
Co-Authors
