Antoine Cornuéjols

About Antoine Cornuéjols

Antoine Cornuéjols, With an exceptional h-index of 22 and a recent h-index of 15 (since 2020), a distinguished researcher at AgroParisTech, specializes in the field of Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Synergies between machine learning and reasoning-An introduction by the Kay R. Amel group

Some thoughts about transfer learning. What role for the source domain?

Reprint of: Some thoughts about transfer learning. What role for the source domain?

Biquality learning: a framework to design algorithms dealing with closed-set distribution shifts

Neural-like computation using bacterial metabolism to solve machine-learning problems

Solving regression problems using bacterial metabolism

biquality-learn: a Python library for Biquality Learning

Evaluation of information processing capacity of bacterial metabolism through regression problem solving

Antoine Cornuéjols Information

University

Position

Professeur d'informatique

Citations(all)

1962

Citations(since 2020)

813

Cited By

1419

hIndex(all)

22

hIndex(since 2020)

15

i10Index(all)

33

i10Index(since 2020)

23

Email

University Profile Page

Google Scholar

Antoine Cornuéjols Skills & Research Interests

Machine Learning

Top articles of Antoine Cornuéjols

Synergies between machine learning and reasoning-An introduction by the Kay R. Amel group

2024/4/25

Some thoughts about transfer learning. What role for the source domain?

International Journal of Approximate Reasoning

2024/3/1

Reprint of: Some thoughts about transfer learning. What role for the source domain?

International Journal of Approximate Reasoning

2024/2/26

Biquality learning: a framework to design algorithms dealing with closed-set distribution shifts

Machine Learning

2023/12

Antoine Cornuéjols
Antoine Cornuéjols

H-Index: 13

Neural-like computation using bacterial metabolism to solve machine-learning problems

2023/11/14

Antoine Cornuéjols
Antoine Cornuéjols

H-Index: 13

Solving regression problems using bacterial metabolism

2023/10/11

Antoine Cornuéjols
Antoine Cornuéjols

H-Index: 13

biquality-learn: a Python library for Biquality Learning

arXiv preprint arXiv:2308.09643

2023/8/18

Antoine Cornuéjols
Antoine Cornuéjols

H-Index: 13

Evaluation of information processing capacity of bacterial metabolism through regression problem solving

2023/7/19

Antoine Cornuéjols
Antoine Cornuéjols

H-Index: 13

When to Classify Events in Open Times Series?

2023/4/13

Principles and validations of an artificial intelligence-based recommender system suggesting acceptable food changes

The Journal of Nutrition

2023/2/1

Olga Davidenko
Olga Davidenko

H-Index: 5

Antoine Cornuéjols
Antoine Cornuéjols

H-Index: 13

Open challenges for machine learning based early decision-making research

ACM SIGKDD Explorations Newsletter

2022/12/5

Antoine Cornuéjols
Antoine Cornuéjols

H-Index: 13

Joao Gama
Joao Gama

H-Index: 47

Machine learning for temperature prediction in food pallet along a cold chain: Comparison between synthetic and experimental training dataset

Journal of Food Engineering

2022/12/1

Antoine Cornuéjols
Antoine Cornuéjols

H-Index: 13

Early and revocable time series classification

2022/7/18

Antoine Cornuéjols
Antoine Cornuéjols

H-Index: 13

Coaching agent: Making recommendations for behavior change. a case study on improving eating habits

2022/5/9

Antoine Cornuéjols
Antoine Cornuéjols

H-Index: 13

Ecots: Early classification in open time series

arXiv preprint arXiv:2204.00392

2022/4

Antoine Cornuéjols
Antoine Cornuéjols

H-Index: 13

Repondération Préférentielle pour l’Apprentissage Biqualité

Extraction et Gestion des Connaissances: EGC'2022

2022/1/17

Antoine Cornuéjols
Antoine Cornuéjols

H-Index: 13

Early classification of time series: Cost-based multiclass algorithms

2021/10/6

Antoine Cornuéjols
Antoine Cornuéjols

H-Index: 13

Contrastive representations for label noise require fine-tuning

arXiv preprint arXiv:2108.09154

2021/8/20

Antoine Cornuéjols
Antoine Cornuéjols

H-Index: 13

From weakly supervised learning to biquality learning: an introduction

2021/7/18

Antoine Cornuéjols
Antoine Cornuéjols

H-Index: 13

Importance reweighting for biquality learning

2021/7/18

Antoine Cornuéjols
Antoine Cornuéjols

H-Index: 13

See List of Professors in Antoine Cornuéjols University(AgroParisTech)

Co-Authors

academic-engine