List of Publications

Early Drafts/Preprints

  • A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix,
    (Preprint) T. Doan, M. Abbana Bennani, B. Mazoure, G. Rabusseau, P. Alquier [arXiv]
  • Estimation of Copulas via Maximum Mean Discrepancy,
    (Preprint) P. Alquier, B.-E. Chérief-Abdellatif, A. Derumigny, J.-D. Fermanian [arXiv]
  • Non-exponentially weighted aggregation: regret bounds for unbounded loss functions,
    (Preprint) P. Alquier [arXiv]
  • Universal Robust Regression via Maximum Mean Discrepancy,
    (Preprint) P. Alquier, M. Gerber [arXiv]
  • Learning Algorithms from Bayesian Principles,
    (Early draft, Work in progress) M.E. Khan, H. Rue [Draft version]
  • Finite sample properties of parametric MMD estimation: robustness to misspecification and dependence,
    (Preprint) B.E. Chérief-Abdellatif, P. Alquier [arXiv]
  • Simultaneous dimension reduction and clustering via the NMF-EM algorithm,
    (To appear in Advances in Data Analysis and Classification) L. Carel, P. Alquier [Paper] [arXiv]

2020

2019

2018

2017