Lisheng Sun-Hosoya

According to our database, Lisheng Sun-Hosoya authored at least 9 papers between 2018 and 2024.

Collaborative distances:

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

2024

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

Manh Hung Nguyen, Lisheng Sun-Hosoya, Isabelle Guyon

Pattern Recognit. Lett., 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

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, Lisheng Sun-Hosoya, Sergio Escalera, Gintare Karolina Dziugaite, Peter Triantafillou, Isabelle Guyon

CoRR, 2024

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