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Paper:

TR22-165 | 22nd November 2022 19:55

Separation of the factorization norm and randomized communication complexity

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TR22-165
Authors: Tsun-Ming Cheung, Hamed Hatami, Kaave Hosseini, Morgan Shirley
Publication: 23rd November 2022 01:24
Downloads: 606
Keywords: 


Abstract:

In an influential paper, Linial and Shraibman (STOC '07) introduced the factorization norm as a powerful tool for proving lower bounds against randomized and quantum communication complexities. They showed that the logarithm of the approximate \gamma_2-factorization norm is a lower bound for these parameters and asked whether a stronger lower bound that replaces approximate \gamma_2 norm with the \gamma_2 norm holds.

We answer the question of Linial and Shraibman in the negative by exhibiting a 2^n\times2^n Boolean matrix with \gamma_2 norm 2^{\Omega(n)} and randomized communication complexity O(\log n).

As a corollary, we recover the recent result of Chattopadhyay, Lovett, and Vinyals (CCC '19) that deterministic protocols with access to an Equality oracle are exponentially weaker than (one-sided error) randomized protocols. In fact, as a stronger consequence, our result implies an exponential separation between the power of unambiguous nondeterministic protocols with access to Equality oracle and (one-sided error) randomized protocols, which answers a question of Pitassi, Shirley, and Shraibman (ITSC '23).

Our result also implies a conjecture of Sherif (Ph.D. thesis) that the \gamma_2 norm of the Integer Inner Product function (IIP) in dimension 3 or higher is exponential in its input size.



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