ActivMetal: Algorithm Recommendation with Active Meta Learning. - Lisheng Sun-Hosoya; Isabelle Guyon; Michèle Sebag (IAL@PKDD/ECML, 2018)

Analysis of the AutoML Challenge Series 2015-2018. - 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; et al. (Automated Machine Learning, 2019)

Towards AutoML in the presence of Drift: first results. - Jorge G. Madrid; Hugo Jair Escalante; Eduardo F. Morales 001; Wei-Wei Tu; Yang Yu 001; Lisheng Sun-Hosoya; Isabelle Guyon; Michèle Sebag (CoRR, 2019)

Meta-Learning as a Markov Decision Process. (Meta-Learning en tant que processus de décision Markovien). - Lisheng Sun-Hosoya (2019)

MetaREVEAL: RL-based Meta-learning from Learning Curves. - Manh Hung Nguyen; Isabelle Guyon; Lisheng Sun-Hosoya; Nathan Grinsztajn (IAL@PKDD/ECML, 2021)

Meta-learning from Learning Curves: Challenge Design and Baseline Results. - Manh Hung Nguyen; Lisheng Sun-Hosoya; Nathan Grinsztajn; Isabelle Guyon (IJCNN, 2022)

Are we making progress in unlearning? Findings from the first NeurIPS unlearning competition. - Eleni Triantafillou; Peter Kairouz; Fabian Pedregosa; Jamie Hayes; Meghdad Kurmanji; Kairan Zhao; Vincent Dumoulin; Júlio C. S. Jacques Júnior; Ioannis Mitliagkas; Jun Wan 001; Lisheng Sun-Hosoya; Sergio Escalera; et al. (CoRR, 2024)

RelevAI-Reviewer: A Benchmark on AI Reviewers for Survey Paper Relevance. - Paulo Henrique Couto; Quang Phuoc Ho; Nageeta Kumari; Benedictus Kent Rachmat; Thanh Gia Hieu Khuong; Ihsan Ullah; Lisheng Sun-Hosoya (CoRR, 2024)

Meta-learning from learning curves for budget-limited algorithm selection. - Manh Hung Nguyen; Lisheng Sun-Hosoya; Isabelle Guyon (Pattern Recognit. Lett., 2024)