Yves Grandvalet

About Yves Grandvalet

Yves Grandvalet, With an exceptional h-index of 30 and a recent h-index of 19 (since 2020), a distinguished researcher at Université de Technologie de Compiègne, specializes in the field of Supervised and unsupervised learning.

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

A survey of machine learning approaches for visual inspection on the dagm dataset

A review of benchmarks for visual defect detection in the manufacturing industry

Learning from missing data with the binary latent block model

Driving among flatmobiles: Bird-eye-view occupancy grids from a monocular camera for holistic trajectory planning

Co-clustering for fair recommendation

Stereotype-aware collaborative filtering

SparseBM: A Python module for handling sparse graphs with block models

Representation transfer by optimal transport

Yves Grandvalet Information

University

Position

CNRS/

Citations(all)

9092

Citations(since 2020)

4341

Cited By

6848

hIndex(all)

30

hIndex(since 2020)

19

i10Index(all)

50

i10Index(since 2020)

30

Email

University Profile Page

Google Scholar

Yves Grandvalet Skills & Research Interests

Supervised and unsupervised learning

Top articles of Yves Grandvalet

Title

Journal

Author(s)

Publication Date

A survey of machine learning approaches for visual inspection on the dagm dataset

Philippe Carvalho

Alexandre Durupt

Yves Grandvalet

2022/9/6

A review of benchmarks for visual defect detection in the manufacturing industry

Philippe Carvalho

Alexandre Durupt

Yves Grandvalet

2022/6/1

Learning from missing data with the binary latent block model

Statistics and Computing

Gabriel Frisch

Jean-Benoist Leger

Yves Grandvalet

2022/2/15

Driving among flatmobiles: Bird-eye-view occupancy grids from a monocular camera for holistic trajectory planning

Abdelhak Loukkal

Yves Grandvalet

Tom Drummond

You Li

2021

Co-clustering for fair recommendation

Gabriel Frisch

Jean-Benoist Leger

Yves Grandvalet

2021/9/13

Stereotype-aware collaborative filtering

Gabriel Frisch

Jean-Benoist Leger

Yves Grandvalet

2021/9/2

SparseBM: A Python module for handling sparse graphs with block models

Gabriel Frisch

Jean-Benoist Leger

Yves Grandvalet

2021/2/12

Representation transfer by optimal transport

arXiv preprint arXiv:2007.06737

Xuhong Li

Yves Grandvalet

Rémi Flamary

Nicolas Courty

Dejing Dou

2020/7/13

Inférence efficace des modèles à blocs stochastiques et à blocs latents pour les graphes creux

Gabriel Frisch

Jean-Benoist Leger

Yves Grandvalet

2020/5/25

A baseline regularization scheme for transfer learning with convolutional neural networks

Pattern Recognition

Xuhong Li

Yves Grandvalet

Franck Davoine

2020/2/1

Transfer learning in computer vision tasks: Remember where you come from

Image and Vision Computing

Xuhong Li

Yves Grandvalet

Franck Davoine

Jingchun Cheng

Yin Cui

...

2020/1/1

See List of Professors in Yves Grandvalet University(Université de Technologie de Compiègne)

Co-Authors

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