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Books and Theses
- 2019
[b1]Lisheng Sun-Hosoya:
Meta-Learning as a Markov Decision Process. (Meta-Learning en tant que processus de décision Markovien). University of Paris-Saclay, France, 2019
Journal Articles
- 2024
- [j1]Manh Hung Nguyen
, Lisheng Sun-Hosoya, Isabelle Guyon:
Meta-learning from learning curves for budget-limited algorithm selection. Pattern Recognit. Lett. 185: 225-231 (2024)
Conference and Workshop Papers
- 2022
- [c3]Manh Hung Nguyen, Lisheng Sun-Hosoya, Nathan Grinsztajn, Isabelle Guyon:
Meta-learning from Learning Curves: Challenge Design and Baseline Results. IJCNN 2022: 1-8 - 2021
- [c2]Manh Hung Nguyen, Isabelle Guyon, Lisheng Sun-Hosoya, Nathan Grinsztajn:
MetaREVEAL: RL-based Meta-learning from Learning Curves. IAL@PKDD/ECML 2021: 1-20 - 2018
- [c1]Lisheng Sun-Hosoya, Isabelle Guyon, Michèle Sebag:
ActivMetal: Algorithm Recommendation with Active Meta Learning. IAL@PKDD/ECML 2018: 48-59
Parts in Books or Collections
- 2019
- [p1]Isabelle Guyon, Lisheng Sun-Hosoya, Marc Boullé, Hugo Jair Escalante, Sergio Escalera, Zhengying Liu, Damir Jajetic, Bisakha Ray, Mehreen Saeed, Michèle Sebag, Alexander R. Statnikov, Wei-Wei Tu, Evelyne Viegas:
Analysis of the AutoML Challenge Series 2015-2018. Automated Machine Learning 2019: 177-219
Informal and Other Publications
- 2024
- [i4]Eleni Triantafillou, Peter Kairouz, Fabian Pedregosa, Jamie Hayes, Meghdad Kurmanji, Kairan Zhao, Vincent Dumoulin, Júlio C. S. Jacques Júnior, Ioannis Mitliagkas, Jun Wan, Lisheng Sun-Hosoya, Sergio Escalera, Gintare Karolina Dziugaite, Peter Triantafillou, Isabelle Guyon:
Are we making progress in unlearning? Findings from the first NeurIPS unlearning competition. CoRR abs/2406.09073 (2024) - [i3]Paulo Henrique Couto, Quang Phuoc Ho, Nageeta Kumari, Benedictus Kent Rachmat, Thanh Gia Hieu Khuong, Ihsan Ullah, Lisheng Sun-Hosoya:
RelevAI-Reviewer: A Benchmark on AI Reviewers for Survey Paper Relevance. CoRR abs/2406.10294 (2024) - [i2]Manh Hung Nguyen, Lisheng Sun-Hosoya, Isabelle Guyon:
Meta-Learning from Learning Curves for Budget-Limited Algorithm Selection. CoRR abs/2410.07696 (2024) - 2019
- [i1]Jorge G. Madrid, Hugo Jair Escalante, Eduardo F. Morales, Wei-Wei Tu, Yang Yu, Lisheng Sun-Hosoya, Isabelle Guyon, Michèle Sebag:
Towards AutoML in the presence of Drift: first results. CoRR abs/1907.10772 (2019)
Coauthor Index
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