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cs.DS2016
Testing Ising Models
Constantinos Daskalakis, Nishanth Dikkala, Gautam Kamath
Given samples from an unknown multivariate distribution , is it possible to distinguish whether is the product of its marginals versus being far from every product distr…
cs.DS2016
Robust Estimators in High Dimensions without the Computational Intractability
Ilias Diakonikolas, Gautam Kamath, Daniel Kane +3
We study high-dimensional distribution learning in an agnostic setting where an adversary is allowed to arbitrarily corrupt an -fraction of the samples. Such questions…