Internal Compression of Protocols to Entropy

We study internal compression of communication protocols to their internal entropy, which is the entropy of the transcript from the players’ perspective. We provide two internal compression schemes with error. One of a protocol of Feige et al. for finding the first difference between two strings. The second and main one is an internal compression with error ε > 0 of a protocol with internal entropy Hint and communication complexity C to a protocol with communication at most order (Hint /ε)2 log(log(C)). This immediately implies a similar compression to the internal information of public-coin protocols, which provides an exponential improvement over previously known public-coin compressions in the dependence on C. It further shows that in a recent protocol of Ganor, Kol and Raz, it is impossible to move the private randomness to be public without an exponential cost. To the best of our knowledge, No such example was previously known.

• Type: Journal
• Year: 2015
• Where: APPROX
• Authors: Balthazar Bauer, Shay Moran, Amir Yehudayoff
• Keywords: Algorithms, APPROX 2015