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Florence Clerc

Alumni

Publications

Behavioural pseudometrics for continuous-time diffusions
Linan Chen
Florence Clerc
Prakash Panangaden
2023-12-26
ArXiv (prépublication)
doi.org
arxiv.org
Statistical Guarantees for Variational Autoencoders using PAC-Bayesian Theory
Sokhna Diarra Mbacke
Florence Clerc
Pascal Germain
2023-09-20
NeurIPS.cc/2023/Conference (spotlight)
doi.org
openreview.net
PAC-Bayesian Generalization Bounds for Adversarial Generative Models
Sokhna Diarra Mbacke
Florence Clerc
Pascal Germain
2023-07-02
Proceedings of the 40th International Conference on Machine Learning (publié)
doi.org
proceedings.mlr.press
Behavioural equivalences for continuous-time Markov processes
Linan Chen
Florence Clerc
Prakash Panangaden
2023-03-29
Mathematical Structures in Computer Science (publié)
doi.org
Sample Boosting Algorithm (SamBA) - An interpretable greedy ensemble classifier based on local expertise for fat data
Baptiste Bauvin
Cécile Capponi
Florence Clerc
Pascal Germain
Sokol Koço
J. Corbeil
2022-12-31
UAI (publié)
proceedings.mlr.press
proceedings.mlr.press
Towards a Classification of Behavioural Equivalences in Continuous-time Markov Processes
Linan Chen
Florence Clerc
Prakash Panangaden
2020-09-30
Mathematical Foundations of Programming Semantics (publié)
doi.org