Florence Clerc

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 13

Top Topics

Stochastic Process

Markov Processes

Top Venues

Math. Struct. Comput. Sci.

Publications

Baptiste Bauvin, Cécile Capponi, Florence Clerc, Pascal Germain, Sokol Koço, Jacques Corbeil
Sample Boosting Algorithm (SamBA) - An interpretable greedy ensemble classifier based on local expertise for fat data. UAI (2023)
Sokhna Diarra Mbacke, Florence Clerc, Pascal Germain
Statistical Guarantees for Variational Autoencoders using PAC-Bayesian Theory. CoRR (2023)
Sokhna Diarra Mbacke, Florence Clerc, Pascal Germain
PAC-Bayesian Generalization Bounds for Adversarial Generative Models. CoRR (2023)
Linan Chen, Florence Clerc, Prakash Panangaden
Behavioural equivalences for continuous-time Markov processes. Math. Struct. Comput. Sci. 33 (4-5) (2023)
Linan Chen, Florence Clerc, Prakash Panangaden
Behavioural pseudometrics for continuous-time diffusions. CoRR (2023)
Sokhna Diarra Mbacke, Florence Clerc, Pascal Germain
PAC-Bayesian Generalization Bounds for Adversarial Generative Models. ICML (2023)
Sokhna Diarra Mbacke, Florence Clerc, Pascal Germain
Statistical Guarantees for Variational Autoencoders using PAC-Bayesian Theory. NeurIPS (2023)
Linan Chen, Florence Clerc, Prakash Panangaden
Towards a Classification of Behavioural Equivalences in Continuous-time Markov Processes. MFPS (2020)
Linan Chen, Florence Clerc, Prakash Panangaden
Bisimulation for Feller-Dynkin Processes. MFPS (2019)
Linan Chen, Florence Clerc, Prakash Panangaden
Bisimulation for Feller-Dynkin Processes. CoRR (2019)
Florence Clerc, Nathanaël Fijalkow, Bartek Klin, Prakash Panangaden
Expressiveness of probabilistic modal logics: A gradual approach. Inf. Comput. 267 (2019)
Florence Clerc, Vincent Danos, Fredrik Dahlqvist, Ilias Garnier
Pointless Learning. FoSSaCS (2017)
Florence Clerc, Harrison Humphrey, Prakash Panangaden
Bicategories of Markov Processes. Models, Algorithms, Logics and Tools (2017)
Florence Clerc, Samuel Mimram
Presenting a Category Modulo a Rewriting System. RTA (2015)