Quentin BERTRAND - Research

Papers

• 2020

  • Q. Bertrand*, Q. Klopfenstein*, M. Blondel, S. Vaiter, A. Gramfort, J. Salmon, Implicit differentiation of Lasso-type models for hyperparameter optimization, ICML2020

  • M. Massias*, Q. Bertrand*, A. Gramfort, J. Salmon, Support recovery and sup-norm convergence rates for sparse pivotal estimation, AISTATS2020

• 2019

  • Q. Bertrand*, M. Massias*, A. Gramfort, J. Salmon, Handling correlated and repeated measurements with the smoothed multivariate square-root Lasso, NeurIPS2019. code doc

Slides

• Handling correlated and repeated measurements with the smoothed multivariate square-root Lasso, 18/10/2019, GDR MOA 2019, France.

Reviewing service

• AISTATS 2021

• ICLR 2021

• NeurIPS 2020

• Electronic Journal of Statistics (2020)

• IEEE SPL (2020)