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cs.LG2021
Failure Modes of Domain Generalization Algorithms
Tigran Galstyan, Hrayr Harutyunyan, Hrant Khachatrian +2
Domain generalization algorithms use training data from multiple domains to learn models that generalize well to unseen domains. While recently proposed benchmarks demonstrate that…
math.ST2021
Optimal detection of the feature matching map in presence of noise and outliers
Tigran Galstyan, Arshak Minasyan, Arnak Dalalyan
We consider the problem of finding the matching map between two sets of dimensional vectors from noisy observations, where the second set contains outliers. The matching map is…