Amaury Habrard
Université Jean Monnet
H-index: 31
Europe-France
Top articles of Amaury Habrard
Length Independent PAC-Bayes Bounds for Simple RNNs
2024/4/18
Scoring the predictions: a way to improve profiling side-channel attacks
Journal of Cryptographic Engineering
2024/4/8
Lilian Bossuet
H-Index: 18
Amaury Habrard
H-Index: 20
Approximation Error of Sobolev Regular Functions with tanh Neural Networks: Theoretical Impact on PINNs
2024/3/23
Amaury Habrard
H-Index: 20
Marc Sebban
H-Index: 18
Laser-induced surface organization on the nanoscale guided by machine learning
2024/3/13
Jean-Philippe Colombier
H-Index: 21
Amaury Habrard
H-Index: 20
Florence Garrelie
H-Index: 17
Marc Sebban
H-Index: 18
Leveraging PAC-Bayes Theory and Gibbs Distributions for Generalization Bounds with Complexity Measures
arXiv preprint arXiv:2402.13285
2024/2/19
A general framework for the practical disintegration of PAC-Bayesian bounds
Machine Learning
2023/10/11
Predictive Modeling of Body Shape Changes in Individuals on Dietetic Treatment Using Recurrent Networks
2023/11/26
Marc Sebban
H-Index: 18
Amaury Habrard
H-Index: 20
Proposal-contrastive pretraining for object detection from fewer data
arXiv preprint arXiv:2310.16835
2023/10/25
Amaury Habrard
H-Index: 20
Is My Neural Net Driven by the MDL Principle?
2023/9/17
Amaury Habrard
H-Index: 20
Marc Sebban
H-Index: 18
Learning complexity to guide light-induced self-organized nanopatterns
Physical Review Letters
2023/5/30
Florence Garrelie
H-Index: 17
Amaury Habrard
H-Index: 20
Marc Sebban
H-Index: 18
Jean-Philippe Colombier
H-Index: 21
Conditional variational autoencoder based on stochastic attacks
IACR Transactions on Cryptographic Hardware and Embedded Systems
2023/3/6
Lilian Bossuet
H-Index: 18
Amaury Habrard
H-Index: 20
Towards few-annotation learning for object detection: are transformer-based models more efficient?
2023
Amaury Habrard
H-Index: 20
A simple way to learn metrics between attributed graphs
2022/12/21
Pierre Borgnat
H-Index: 22
Amaury Habrard
H-Index: 20
Improving few-shot learning through multi-task representation learning theory
2022/10/20
Amaury Habrard
H-Index: 20
Generalization Bounds with Arbitrary Complexity Measures
2022/9/29
Stochasticity versus determinism in LIPSS formation
2022/9/21
MetaAP: A meta-tree-based ranking algorithm optimizing the average precision from imbalanced data
Pattern Recognition Letters
2022/9/1
Learning PDE to model self-organization of matter
Entropy
2022/8/9
Jean-Philippe Colombier
H-Index: 21
Florence Garrelie
H-Index: 17
Amaury Habrard
H-Index: 20
Marc Sebban
H-Index: 18
optimized laser induced colors and image multiplexing on plasmonic quasi-random metasurfaces using deep learning
2022/7/19
Intérêt des bornes désintégrées pour la généralisation avec des mesures de complexité
2022/7/5
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