Search Results for author: Hrishikesh Khandeparkar

Found 1 papers, 0 papers with code

A Theoretical Analysis of Contrastive Unsupervised Representation Learning

no code implementations25 Feb 2019 Sanjeev Arora, Hrishikesh Khandeparkar, Mikhail Khodak, Orestis Plevrakis, Nikunj Saunshi

This framework allows us to show provable guarantees on the performance of the learned representations on the average classification task that is comprised of a subset of the same set of latent classes.

Contrastive Learning General Classification +1

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