All-in-one robust estimator of the gaussian mean AS Dalalyan, A Minasyan Annals of Statistics 50 (2), 1193-1219, 2022 | 31 | 2022 |
Optimal detection of the feature matching map in presence of noise and outliers T Galstyan, A Minasyan, AS Dalalyan Electronic Journal of Statistics 16 (2), 5720-5750, 2022 | 12 | 2022 |
Statistically optimal robust mean and covariance estimation for anisotropic gaussians A Minasyan, N Zhivotovskiy arXiv preprint arXiv:2301.09024, 2023 | 9 | 2023 |
Guaranteed optimal generative modeling with maximum deviation from the empirical distribution E Vardanyan, A Minasyan, S Hunanyan, T Galstyan, A Dalalyan arXiv preprint arXiv:2307.16422, 2023 | 4 | 2023 |
Matching Map Recovery with an Unknown Number of Outliers A Minasyan, T Galstyan, S Hunanyan, A Dalalyan International Conference on Artificial Intelligence and Statistics, 891-906, 2023 | 2 | 2023 |
Nearly minimax robust estimator of the mean vector by iterative spectral dimension reduction AH Bateni, A Minasyan, AS Dalalyan arXiv preprint arXiv:2204.02323, 2022 | 2 | 2022 |
Excess-Risk consistency of group-hard thresholding estimator in Robust Estimation of Gaussian Mean AG Minasyan Journal of Contemporary Mathematical Analysis (Armenian Academy of Sciences …, 2020 | 1 | 2020 |
Alternating Least Squares in Generalized Linear Models AG Minasyan Journal of Contemporary Mathematical Analysis (Armenian Academy of Sciences …, 2019 | 1 | 2019 |
Guaranteed Optimal Generative Modeling with Maximum Deviation from the Empirical Distribution T Galstyan, A Minasyan, A Dalalyan arXiv. org 16 (2), 2023 | | 2023 |
Optimality of the Least Sum of Logarithms in the Problem of Matching Map Recovery in the Presence of Noise and Outliers T Galstyan, A Minasyan Armenian Journal of Mathematics 15 (5), 1-9, 2023 | | 2023 |
On random weighted sum of positive semi-definite matrices TV Galstyan, G Minasyan Ученые записки Ереванского государственного университета, серия Физические и …, 2020 | | 2020 |
Robust principal component analysis A Minasyan American University of Armenia, 2018 | | 2018 |
Statistically Optimal Generative Modeling with Maximum Deviation from the Empirical Distribution E Vardanyan, S Hunanyan, T Galstyan, A Minasyan, AS Dalalyan Forty-first International Conference on Machine Learning, 0 | | |
On the Convergence and Robustness of Mean-vector Estimation of Inlier Distribution A Minasyan 21st European Young Statisticians Meeting, 62, 0 | | |
MINASYAN, A. AND SPOKOINY, V. 39 A MINASYAN | | |