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Stephan Clémençon
Full Professor, Télécom ParisTech
Joined
November 2017
Names
Stephan Clémençon
(Preferred)
,
Stephan CLEMENCON
,
Stéphan Clémençon
Emails
****@telecom-paristech.fr
(Confirmed)
,
****@telecom-paristech.fr
(Confirmed)
,
****@telecom-paris.fr
(Confirmed)
Personal Links
Homepage
DBLP
Career & Education History
Full Professor
Télécom ParisTech
(telecom-paristech.fr)
Present
Advisors, Relations & Conflicts
No relations added
Expertise
statistical learning theory
Present
ranking
Present
stochastic processes
Present
Extreme Value Theory
Present
Random graphs
Present
Publications
Fighting selection bias in statistical learning: application to visual recognition from biased image databases
Stephan Clémençon
,
Pierre Laforgue
,
Robin Vogel
Journal of Nonparametric Statistics
Readers:
Everyone
TimeSAE: Causal Sparse Decoding for Faithful Explanations of Black-Box Time Series Models
Khalid Oublal
,
Quentin Bouniot
,
Qi Gan
,
Stephan Clémençon
,
Zeynep Akata
ICML 2026 regular
Readers:
Everyone
On Gossip Algorithms for Machine Learning with Pairwise Objectives
Igor Colin
,
Aurélien Bellet
,
Stephan Clémençon
,
Joseph Salmon
Accepted by TMLR
Readers:
Everyone
TimeSAE: Sparse Decoding for Faithful Explanations of Black-Box Time Series Models
Khalid Oublal
,
Quentin Bouniot
,
Qi Gan
,
Stephan Clémençon
,
Zeynep Akata
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Robust Distributed Estimation: Extending Gossip Algorithms to Ranking and Trimmed Means
Anna van Elst
,
Igor Colin
,
Stephan Clémençon
NeurIPS 2025 poster
Readers:
Everyone
Active Bipartite Ranking with Smooth Posterior Distributions
James Cheshire
,
Stephan Clémençon
AISTATS 2025 Poster
Readers:
Everyone
Mitigating Bias in Facial Recognition Systems: Centroid Fairness Loss Optimization
Jean-Rémy Conti
,
Stephan Clémençon
RegML 2024
Readers:
Everyone
A Pseudo-Metric between Probability Distributions based on Depth-Trimmed Regions
Guillaume Staerman
,
Pavlo Mozharovskyi
,
Pierre Colombo
,
Stephan Clémençon
,
Florence d'Alché-Buc
Accepted by TMLR
Readers:
Everyone
Assessing Uncertainty in Similarity Scoring: Performance & Fairness in Face Recognition
Jean-Rémy Conti
,
Stephan Clémençon
ICLR 2024 poster
Readers:
Everyone
Towards More Robust NLP System Evaluation: Handling Missing Scores in Benchmarks
Anas Himmi
,
Ekhine Irurozki
,
Nathan Noiry
,
Stephan Clémençon
,
Pierre Colombo
Submitted to ICLR 2024
Readers:
Everyone
View all 156 publications
Co-Authors
Albert Thomas
Alexandre Gramfort
Anas Himmi
Anna Esposito
Anna Korba
Anna van Elst
Anne Sabourin
Aurélien Bellet
Aurélien Garivier
Bertrand Leroy
Charanpal Dhanjal
Charles Tillier
Claire Vernade
Clément Calauzènes
Corentin Larroche
David Bounie
Ekhine Irurozki
Emilia Siviero
Emilie Chautru
Eric Adjakossa
Eric Sibony
Fabrice Rossi
Florence d'Alché-Buc
François Portier
François Roueff
View all 93 co-authors