Lisheng Sun-Hosoya

According to our database, Lisheng Sun-Hosoya authored at least 6 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

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

Manh Hung Nguyen, Lisheng Sun-Hosoya, Nathan Grinsztajn, Isabelle Guyon

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

MetaREVEAL: RL-based Meta-learning from Learning Curves.

Manh Hung Nguyen, Isabelle Guyon, Lisheng Sun-Hosoya, Nathan Grinsztajn

Proceedings of the Workshop on Interactive Adaptive Learning (IAL 2021) co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2021), 2021

2019

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

Lisheng Sun-Hosoya

PhD thesis, 2019

Towards AutoML in the presence of Drift: first results.

Jorge G. Madrid, Hugo Jair Escalante, Eduardo F. Morales, Wei-Wei Tu, Yang Yu, Lisheng Sun-Hosoya, Isabelle Guyon, Michèle Sebag

CoRR, 2019

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, Evelyne Viegas

Proceedings of the Automated Machine Learning - Methods, Systems, Challenges, 2019

2018

ActivMetal: Algorithm Recommendation with Active Meta Learning.

Lisheng Sun-Hosoya, Isabelle Guyon, Michèle Sebag

Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning (ECML 2018) and Principles and Practice of Knowledge Discovery in Databases (PKDD 2018), 2018