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2019-12-10
Braverman, Mark, Kol, Gillat.  2018.  Interactive Compression to External Information. Proceedings of the 50th Annual ACM SIGACT Symposium on Theory of Computing. :964-977.

We describe a new way of compressing two-party communication protocols to get protocols with potentially smaller communication. We show that every communication protocol that communicates C bits and reveals I bits of information about the participants' private inputs to an observer that watches the communication, can be simulated by a new protocol that communicates at most poly(I) $\cdot$ loglog(C) bits. Our result is tight up to polynomial factors, as it matches the recent work separating communication complexity from external information cost.