Arnak S Dalalyan

Arnak S Dalalyan

Ecole Nationale de la Statistique et de l'Administration Économique ENSAE ParisTech - Paris / France
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 1660478
person_outline Arnak S Dalalyan's MOST POPULAR ARTICLES
1-) Theoretical guarantees for approximate sampling from smooth and log-concave densities Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2017
2-) User-friendly guarantees for the Langevin Monte Carlo with inaccurate gradient arXiv preprint arXiv:1710.00095, 2017
3-) Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity Machine Learning 72 (1), 39-61, 2008
4-) On the prediction performance of the lasso Bernoulli 23 (1), 552-581, 2017
5-) Sparse regression learning by aggregation and Langevin Monte-Carlo Journal of Computer and System Sciences 78 (5), 1423-1443, 2012