Quentin Bertrand
Quentin Bertrand
INRIA Paris-Saclay
Verified email at polytechnique.edu - Homepage
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Implicit differentiation of Lasso-type models for hyperparameter optimization
Q Bertrand, Q Klopfenstein, M Blondel, S Vaiter, A Gramfort, J Salmon
arXiv preprint arXiv:2002.08943, 2020
Handling correlated and repeated measurements with the smoothed multivariate square-root Lasso
Q Bertrand, M Massias, A Gramfort, J Salmon
Advances in Neural Information Processing Systems, 3959-3970, 2019
Dimension improvement in Dhar's refutation of the Eden conjecture
Q Bertrand, J Pertinand
Physics Letters A 382 (11), 761-765, 2018
Model identification and local linear convergence of coordinate descent
Q Klopfenstein, Q Bertrand, A Gramfort, J Salmon, S Vaiter
arXiv preprint arXiv:2010.11825, 2020
Anytime Exact Belief Propagation
G Azevedo Ferreira, Q Bertrand, C Maussion, R de Salvo Braz
arXiv, arXiv: 1707.08704, 2017
Anderson acceleration of coordinate descent
Q Bertrand, M Massias
arXiv preprint arXiv:2011.10065, 2020
Support recovery and sup-norm convergence rates for sparse pivotal estimation
M Massias, Q Bertrand, A Gramfort, J Salmon
arXiv preprint arXiv:2001.05401, 2020
Concomitant Lasso with Repetitions (CLaR): beyond averaging multiple realizations of heteroscedastic noise
Q Bertrand, M Massias, A Gramfort, J Salmon
Lasso concomitant avec répétitions (CLaR): au-delà de la moyenne pour des réalisations multiples en présence d'un bruit hétéroscédastique
Q Bertrand, M Massias, A Gramfort, J Salmon
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