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. (Meta-Learning en tant que processus de décision Markovien)

Lisheng Sun-Hosoya, 2019 .

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 .

ActivMetal: Algorithm Recommendation with Active Meta Learning

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

Design and Analysis of Experiments: A Challenge Approach in Teaching

Lisheng Sun-Hosoya, Isabelle Guyon, Diviyan Kalainathan, 2019, NeurIPS 2019.

Analysis of the AutoML Challenge Series 2015-2018

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