Lisheng Sun-Hosoya - researchr alias

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Viewing Publication 1 - 5 from 5

2022

Meta-learning from Learning Curves: Challenge Design and Baseline ResultsManh-Hung Nguyen, Lisheng Sun-Hosoya, Nathan Grinsztajn, Isabelle Guyon. ijcnn 2022: 1-8 [doi]

2021

MetaREVEAL: RL-based Meta-learning from Learning CurvesManh-Hung Nguyen, Isabelle Guyon, Lisheng Sun-Hosoya, Nathan Grinsztajn. pkdd 2022: 1-20 [doi]

2019

Analysis of the AutoML Challenge Series 2015-2018Isabelle 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. In Frank Hutter, Lars Kotthoff, Joaquin Vanschoren, editors, Automated Machine Learning - Methods, Systems, Challenges. The Springer Series on Challenges in Machine Learning, pages 177-219, Springer, 2019. [doi]

Meta-Learning as a Markov Decision Process. (Meta-Learning en tant que processus de décision Markovien)Lisheng Sun-Hosoya. PhD thesis, University of Paris-Saclay, France, 2019. [doi]

2018

ActivMetal: Algorithm Recommendation with Active Meta LearningLisheng Sun-Hosoya, Isabelle Guyon, Michèle Sebag. pkdd 2018: 48-59 [doi]

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