 | 2012 |
| 13 |  | Jérôme Courchay,
Arnak S. Dalalyan,
Renaud Keriven,
Peter F. Sturm:
On Camera Calibration with Linear Programming and Loop Constraint Linearization.
International Journal of Computer Vision 97(1): 71-90 (2012) |
| 12 |  | Arnak S. Dalalyan,
Olivier Collier:
Wilks' phenomenon and penalized likelihood-ratio test for nonparametric curve registration.
Journal of Machine Learning Research - Proceedings Track 22: 264-272 (2012) |
| 11 |  | Arnak S. Dalalyan,
Renaud Keriven:
Robust Estimation for an Inverse Problem Arising in Multiview Geometry.
Journal of Mathematical Imaging and Vision 43(1): 10-23 (2012) |
| 2011 |
| 10 |  | Arnak S. Dalalyan,
Joseph Salmon:
Competing against the Best Nearest Neighbor Filter in Regression.
ALT 2011: 129-143 |
| 9 |  | Laëtitia Comminges,
Arnak S. Dalalyan:
Tight conditions for consistent variable selection in high dimensional nonparametric regression.
Journal of Machine Learning Research - Proceedings Track 19: 187-206 (2011) |
| 8 |  | Joseph Salmon,
Arnak S. Dalalyan:
Optimal aggregation of affine estimators.
Journal of Machine Learning Research - Proceedings Track 19: 635-660 (2011) |
| 2010 |
| 7 |  | Jérôme Courchay,
Arnak S. Dalalyan,
Renaud Keriven,
Peter F. Sturm:
Exploiting Loops in the Graph of Trifocal Tensors for Calibrating a Network of Cameras.
ECCV (2) 2010: 85-99 |
| 6 |  | Régis Behmo,
Paul Marcombes,
Arnak S. Dalalyan,
Véronique Prinet:
Towards Optimal Naive Bayes Nearest Neighbor.
ECCV (4) 2010: 171-184 |
| 2009 |
| 5 |  | Arnak S. Dalalyan,
Alexandre B. Tsybakov:
Sparse Regression Learning by Aggregation and Langevin Monte-Carlo.
COLT 2009 |
| 4 |  | Arnak S. Dalalyan,
Renaud Keriven:
$L_1$-Penalized Robust Estimation for a Class of Inverse Problems Arising in Multiview Geometry.
NIPS 2009: 441-449 |
| 2008 |
| 3 |  | Arnak S. Dalalyan,
Anatoli Juditsky,
Vladimir Spokoiny:
A New Algorithm for Estimating the Effective Dimension-Reduction Subspace.
Journal of Machine Learning Research 9: 1647-1678 (2008) |
| 2 |  | Arnak S. Dalalyan,
Alexandre B. Tsybakov:
Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity.
Machine Learning 72(1-2): 39-61 (2008) |
| 2007 |
| 1 |  | Arnak S. Dalalyan,
Alexandre B. Tsybakov:
Aggregation by Exponential Weighting and Sharp Oracle Inequalities.
COLT 2007: 97-111 |