Lisheng Sun-Hosoya

Towards AutoML in the presence of Drift: first results pdf

Michèle Sebag, Hugo Jair Escalante, Isabelle Guyon, 2018, IJCAI 2018.

Meta-Learning as a Markov Decision Process

Lisheng Sun-Hosoya, 2019 .

Analysis of the AutoML Challenge Series 2015-2018

Sergio Escalera, Hugo Jair Escalante, Marc Boullé, 2019, Automated Machine Learning.

Meta-learning from Learning Curves: Challenge Design and Baseline Results

Lisheng Sun-Hosoya, Nathan Grinsztajn, Isabelle M Guyon, 2022, 2022 International Joint Conference on Neural Networks (IJCNN).

ActivMetal: Algorithm Recommendation with Active Meta Learning

Michèle Sebag, Lisheng Sun-Hosoya, Isabelle Guyon, 2018, IAL@PKDD/ECML.

AutoDL Challenge Design and Beta Tests-Towards automatic deep learning

Sergio Escalera, Quanming Yao, Wei-Wei Tu, 2018 .

Lessons learned from the AutoML challenge

Michèle Sebag, Lisheng Sun-Hosoya, Isabelle Guyon, 2018 .

Meta-learning from learning curves for budget-limited algorithm selection

Lisheng Sun-Hosoya, Manh Hung Nguyen, Isabelle Guyon, 2024, Pattern Recognit. Lett..