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Collaborations and top research areas from the last five years
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A bipartite ranking approach to the two-sample problem
Clémençon, S., Limnios, M. & Vayatis, N., 1 Jan 2025, In: Electronic Journal of Statistics. 19, 1, p. 2733-2779 47 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Active Bipartite Ranking with Smooth Posterior Distributions
Cheshire, J. & Clémençon, S., 1 Jan 2025, In: Proceedings of Machine Learning Research. 258, p. 2044-2052 9 p.Research output: Contribution to journal › Conference article › peer-review
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Mitigating Bias in Facial Recognition Systems: Centroid Fairness Loss Optimization
Conti, J. R. & Clémençon, S., 1 Jan 2025, Pattern Recognition. ICPR 2024 International Workshops and Challenges, 2024, Proceedings. Palaiahnakote, S., Schuckers, S., Ogier, J.-M., Bhattacharya, P., Pal, U. & Bhattacharya, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 371-385 15 p. (Lecture Notes in Computer Science; vol. 15614 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Numerically Efficient Parametric Inference for Learning Space-Time Hawkes Processes
Siviero, E., Staerman, G., Clemencon, S. & Moreau, T., 1 Jan 2025, 2025 IEEE 12th International Conference on Data Science and Advanced Analytics, DSAA 2025. Institute of Electrical and Electronics Engineers Inc., (2025 IEEE 12th International Conference on Data Science and Advanced Analytics, DSAA 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
On regression in extreme regions
Clémençon, S., Huet, N. & Sabourin, A., 1 Jan 2025, In: Electronic Journal of Statistics. 19, 2, p. 4784-4824 41 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Polar Coordinate-Based 2D Pose Prior with Neural Distance Field
Gan, Q., Nguyen, S. M., Fenaux, E., Clemencon, S. & El Yacoubi, M., 1 Jan 2025, Proceedings - 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2025. IEEE Computer Society, p. 6144-6152 9 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Tail index estimation for discrete heavy-tailed distributions with application to statistical inference for regular markov chains
Bertail, P., Clémençon, S. & Fernández, C., 1 Sept 2025, In: Test. 34, 3, p. 691-713 23 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A Pseudo-Metric between Probability Distributions based on Depth-Trimmed Regions
Staerman, G., Mozharovskyi, P., Colombo, P., Clémençon, S. & D’alché-Buc, F., 1 Jan 2024, In: Transactions on Machine Learning Research. 2024Research output: Contribution to journal › Article › peer-review
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ASSESSING UNCERTAINTY IN SIMILARITY SCORING: PERFORMANCE & FAIRNESS IN FACE RECOGNITION
Conti, J. R. & Clémençon, S., 1 Jan 2024.Research output: Contribution to conference › Paper › peer-review
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A statistical learning view of simple Kriging
Siviero, E., Chautru, E. & Clémençon, S., 1 Mar 2024, In: Test. 33, 1, p. 271-296 26 p.Research output: Contribution to journal › Article › peer-review