Personal profile
Research interests
Engineering and Technology
Fingerprint
Dive into the research topics where Matthieu Lerasle is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Accelerated convergence of error quantiles using robust randomized quasi Monte Carlo methods
Gobet, E., Lerasle, M. & Métivier, D., 1 Feb 2026, In: Journal of Complexity. 92, 101989.Research output: Contribution to journal › Article › peer-review
-
Inference via Robust Optimal Transportation: Theory and Methods
Ma, Y., Liu, H., La Vecchia, D. & Lerasle, M., 1 Jan 2025, (Accepted/In press) In: International Statistical Review.Research output: Contribution to journal › Article › peer-review
-
On the robustness of the minimim ℓ2 interpolator
Chinot, G. & Lerasle, M., 1 Aug 2025, In: Bernoulli. 31, 3, p. 1693-1708 16 p.Research output: Contribution to journal › Article › peer-review
-
Unlearning Works Better Than You Think: Local Reinforcement-Based Selection of Auxiliary Objectives
Lerasle, M., Bendahi, A. & Fradin, A., 13 Jul 2025, GECCO 2025 - Proceedings of the 2025 Genetic and Evolutionary Computation Conference. Ochoa, G. (ed.). Association for Computing Machinery, Inc, p. 925-933 9 p. (GECCO 2025 - Proceedings of the 2025 Genetic and Evolutionary Computation Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Active Ranking and Matchmaking, with Perfect Matchings
El Ferchichi, H., Lerasle, M. & Perchet, V., 1 Jan 2024, In: Proceedings of Machine Learning Research. 235, p. 13460-13480 21 p.Research output: Contribution to journal › Conference article › peer-review
-
Pair-matching: Link prediction with adaptive queries
Giraud, C., Issartel, Y., Lehéricy, L. & Lerasle, M., 1 Jan 2024, In: Mathematical Statistics and Learning. 7, 3-4, p. 221-295 75 p.Research output: Contribution to journal › Article › peer-review
Open Access -
OPTIMAL CHANGE-POINT DETECTION AND LOCALIZATION
Verzelen, N., Fromont, M., Lerasle, M. & Reynaud-Bouret, P., 1 Aug 2023, In: Annals of Statistics. 51, 4, p. 1586-1610 25 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Aggregated hold-out
Maillard, G., Arlot, S. & Lerasle, M., 1 Jan 2021, In: Journal of Machine Learning Research. 22Research output: Contribution to journal › Article › peer-review
-
A MOM-based ensemble method for robustness, subsampling and hyperparameter tuning
Kwon, J., Lecué, G. & Lerasle, M., 1 Jan 2021, In: Electronic Journal of Statistics. 15, 1, p. 1202-1227 26 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Correction to: Robust classification via MOM minimization (Machine Learning, (2020), 109, 8, (1635-1665), 10.1007/s10994-019-05863-6)
Lecué, G., Lerasle, M. & Mathieu, T., 1 Aug 2020, In: Machine Learning. 109, 8, p. 1667 1 p.Research output: Contribution to journal › Comment/debate
Open Access