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Journals
- [JCMA11] Dalalyan, A. and Nahapetian, B. Description of random fields by means of one-point finite-conditional distributions. JOURNAL OF CONTEMPORARY MATHEMATICAL ANALYSIS-ARMENIAN ACADEMY OF SCIENCES, 46(2), p113-119, Apr 2011. (.bib)
- [AIHP11] Dalalyan, A. and Yoshida, N. Second-order asymptotic expansion for a non-synchronous covariation estimator. Annales de l'Institut Henri Poincaré Probability and Statistics, 47(3), p748-789, 2011. (.bib)
- [ML08a] Dalalyan, A. and Tsybakov, A. Aggregation by exponential weighting, sharp oracle inequalities and sparsity. Machine Learning, 72, p39-61, 2008. (.bib)
- [JMLR08a] Dalalyan, A. and Juditsky, A. and Spokoiny, V. A new algorithm for estimating the effective dimension-reduction subspace. Journal of Machine Learning Research, 9, p1647-1678, 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, p171-184, 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, p85-99, Crète, Aug 2010. (.bib)
- [NIPS09] Dalalyan, A. and Keriven, R. L1-Penalized 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 Monte-Carlo. 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, Ch-A. 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 Vision-based Motion Analysis, Kyoto, Japan, Sep 2009. (.bib)
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