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Tigran Galstyan
Tigran Galstyan
PhD in Statistics, ML/CV @ YerevaNN
Verified email at yerevann.com
Title
Cited by
Cited by
Year
Failure modes of domain generalization algorithms
T Galstyan, H Harutyunyan, H Khachatrian, GV Steeg, A Galstyan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
162022
BioRelEx 1.0: Biological relation extraction benchmark
H Khachatrian, L Nersisyan, K Hambardzumyan, T Galstyan, A Hakobyan, ...
Proceedings of the 18th BioNLP Workshop and Shared Task, 176-190, 2019
152019
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
112022
Statistically Optimal Generative Modeling with Maximum Deviation from the Empirical Distribution
E Vardanyan, A Minasyan, S Hunanyan, T Galstyan, A Dalalyan
Proceedings of the 41st International Conference on Machine Learning, PMLR …, 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
22023
Robust classification under class-dependent domain shift
T Galstyan, H Khachatrian, GV Steeg, A Galstyan
arXiv preprint arXiv:2007.05335, 2020
22020
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
Comparison of data matching methods on biomedical datasets
T Galstyan
Vestnik of Russian-Armenian University 1 (2), 46-58, 2022
2022
On the Tradeoff Between Accuracy and Fairness in Representation Learning
T Galstyan, H Khachatrian
РОССИЙСКО-АРМЯНСКОГО УНИВЕРСИТЕТА 1, 35-46, 2020
2020
On random weighted sum of positive semi-definite matrices
TV Galstyan, G Minasyan
Ученые записки Ереванского государственного университета, серия Физические и …, 2020
2020
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
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