List of Publications

Early Drafts/Preprints

  • Understanding the Population Structure Correction Regression,
    (Preprint) T. T. Mai, P. Alquier [arXiv]
  • The Bayesian Learning Rule,
    (Preprint) M.E. Khan, H. Rue [ arXiv ]
  • Knowledge-Adaptation Priors,
    (Preprint) M.E. Khan, Siddharth Swaroop [ arXiv ] [ Slides ]
  • Beyond Target Networks: Improving Deep Q-learning with Functional Regularization,
    (Preprint) A. Piché, J. Marino, G. M. Marconi, C. Pal, M. E. Khan [arXiv]
  • Deviation inequalities for stochastic approximation by averaging,
    (Preprint) X. Fan, P. Alquier, P. Doukhan [arXiv]
  • Tight Risk Bound for High Dimensional Time Series Completion,
    (Preprint) P. Alquier, N. Marie, A. Rosier [arXiv]
  • Meta-strategy for Learning Tuning Parameters with Guarantees,
    (Preprint) D. Meunier, P. Alquier [arXiv]
  • Estimation of Copulas via Maximum Mean Discrepancy,
    (Preprint) P. Alquier, B.-E. Chérief-Abdellatif, A. Derumigny, J.-D. Fermanian [arXiv]
  • Universal Robust Regression via Maximum Mean Discrepancy,
    (Preprint) P. Alquier, M. Gerber [arXiv]
  • Finite sample properties of parametric MMD estimation: robustness to misspecification and dependence,
    (To appear in Bernoulli) B.E. Chérief-Abdellatif, P. Alquier [arXiv]

2021

2020

2019

2018

2017