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cs.LG2021
Statistical Estimation from Dependent Data
Yuval Dagan, Constantinos Daskalakis, Nishanth Dikkala +2
We consider a general statistical estimation problem wherein binary labels across different observations are not independent conditioned on their feature vectors, but dependent, ca…
cs.LG2021★ 2 cited
For Manifold Learning, Deep Neural Networks can be Locality Sensitive Hash Functions
Nishanth Dikkala, Gal Kaplun, Rina Panigrahy
It is well established that training deep neural networks gives useful representations that capture essential features of the inputs. However, these representations are poorly unde…