

Journals
 [JCMA11] Dalalyan, A. and Nahapetian, B. Description of random fields by means of onepoint finiteconditional distributions. JOURNAL OF CONTEMPORARY MATHEMATICAL ANALYSISARMENIAN ACADEMY OF SCIENCES, 46(2), p113119, Apr 2011. (.bib)
 [AIHP11] Dalalyan, A. and Yoshida, N. Secondorder asymptotic expansion for a nonsynchronous covariation estimator. Annales de l'Institut Henri Poincaré Probability and Statistics, 47(3), p748789, 2011. (.bib)
 [ML08a] Dalalyan, A. and Tsybakov, A. Aggregation by exponential weighting, sharp oracle inequalities and sparsity. Machine Learning, 72, p3961, 2008. (.bib)
 [JMLR08a] Dalalyan, A. and Juditsky, A. and Spokoiny, V. A new algorithm for estimating the effective dimensionreduction subspace. Journal of Machine Learning Research, 9, p16471678, 2008. (.bib)
Top Rank Conferences (CVPR, ICCV, ECCV, ICML, COLT, NIPS, IPMI, MICCAI, AAAI, IJCAI)
 [COLT11b] Comminges, L. and Dalalyan, A. Tight conditions for consistent variable selection in high dimensional nonparametric regression. Proceedings of the 24th annual conference on Computational Learning Theory, Budapest (Hungary), Jul 2011. (.bib)
 [COLT11a] Salmon, J. and Dalalyan, A. Optimal aggregation of affine estimators. Proceedings of the 24th annual conference on Computational Learning Theory, Budapest (Hungary), Jul 2011. (.bib)
 [ECCV2010b] Behmo, R. and Marcombes, P.and Dalalyan, A. and Prinet, V. Towards Optimal Naive Bayes Nearest Neighbor. Computer Vision, 6314, p171184, Crète, Aug 2010. (.bib)
 [ECCV2010a] Courchay, J. and Dalalyan, A. and Keriven, R. and Sturm, P. Exploiting Loops in the Graph of Trifocal Tensors for Calibrating a Network of Cameras. Computer Vision, 6312, p8599, Crète, Aug 2010. (.bib)
 [NIPS09] Dalalyan, A. and Keriven, R. L1Penalized Robust Estimation for a Class of Inverse Problems Arising in Multiview Geometry. 23d Annual Conference on Neural Information Processing Systems, Vancouver, Canada, Dec 2009. (.bib)
 [COLT09b] Dalalyan, A. and Tsybakov, A. Sparse Regression Learning by Aggregation and Langevin MonteCarlo. 22nd Annual Conference on Learning Theory, Montreal, Canada, Jun 2009. (.bib)
Conferences
 [ALT11] Dalalyan, A. and Salmon, J. Competing against the best nearest neighbor filter in regression. Algorithmic Learning Theory, Jul 2011. (.bib)
 [BMVC11] Deledalle, ChA. and Salmon, J. and Dalalyan, A. Image denoising with patch based PCA: local versus global. British Machine Vision Conference, Jul 2011. (.bib)
 [3DPVT10] Courchay, J. and Dalalyan, A. and Keriven, R. and Sturm, P. A global camera network calibration method with Linear Programming. , May 2010. (.bib)
 [MLVMA09] Dalalyan, A. and Keriven, R. Sparse Learning Approach to the Problem of Robust Estimation of Camera Locations. The 2nd International Workshop on Machine Learning for Visionbased Motion Analysis, Kyoto, Japan, Sep 2009. (.bib)
