Laboratoire de Mathématiques Appliquées de Compiègne

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LMAC

Membres

Annuaire des membres du Laboratoire de Mathématiques Appliquées de Compiègne(LMAC)

alayaelm@utc.fr

Mokhtar Z. Alaya

Statut : Maître de Conférences

Bureau : GI 133

I am Assistant Professor of Statistics and Machine Learning at University of Technology of Compiègne (UTC). I teach in the computer sciences department (GI) and I do my research in the laboratory of applied mathematics (LMAC). You can visit my Github page https://mzalaya.github.io to access to all my publications.

Travaux récents

- Adversarial Semi-Supervised Domain Adaptation for Semantic Segmentation : A New Role for Labeled Target Samples, Preprint, 2024, (arXiv)

- Neutron Spectrum Unfolding using two Architectures of Convolutional Neural Networks, Nuclear Engineering and Technology, 2023, (Journal)
- Optimal transport for conditional domain matching and label shift, Machine Learning, 2021, (Journal)
- Statistical and Topological Properties of Gaussian Smoothed Sliced Probability Divergences, Preprint, 2021, (arXiv)
- Heterogeneous Wasserstein Discrepancy for Incomparable Distributions, Preprint, 2021, (arXiv)
- Theoretical Guarantees for Bridging Metric Measure Embedding and Optimal Transport, Neurocomputing, 2021, (Journal)
- Optimal Transport for Conditional Domain Matching and Label Shift, Machine Learning, 2021, (Journal)
- Binacox : Automatic Cut-Point Detection in High-dimensional Cox Model with Applications in Genetics, Biometrics, 2021, (Journal)
- POT : Python Optimal Transport, Journal of Machine Learning Research, 2020, (Journal)
- Partial Optimal Transport with Application on Positive-Unlabeled Learning, Proceedings Conference NeurIPS, 2020, (Conference)
- Open Set Domain Adaptation using Optimal Transport, Proceedings Conference ECML-PKDD, 2020, (Conference)
- Screening Sinkhorn Algorithm for Regularized Optimal Transport, Proceedings Conference NeurIPS, 2019, (Conference)

 

Adresse

LMAC EA 2222
Université de Technologie de Compiègne
CS 60319 - 57 avenue de Landshut
COMPIEGNE CEDEX , 60203 FRANCE
  • Tél. 03 44 23 46 43
  • Fax. 03 44 23 44 77

Université de Technologie de Compiègne Département Génie Informatique Centre de Recherches de Royallieu

 

Contacts

    Directeur
  • Salim Bouzebda
  • salim.bouzebda[at]utc.fr
  • Tél. 03 44 23 44 69
    Directeur adjoint
  • Ahmad El Hajj
  • ahmad.el-hajj[at]utc.fr
  • Tél. 03 44 23 49 03
    Secrétariat
  • Maryline Schaefflen
  • maryline.schaefflen[at]utc.fr
  • Tél. 03 44 23 46 43