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Revision #1 to TR18-206 | 19th February 2019 19:29

Equality Alone Does Not Simulate Randomness

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Revision #1
Authors: Arkadev Chattopadhyay, Shachar Lovett, Marc Vinyals
Accepted on: 19th February 2019 19:29
Downloads: 939
Keywords: 


Abstract:

The canonical problem that gives an exponential separation between deterministic and randomized communication complexity in the classical two-party communication model is `Equality'. In this work we show that even allowing access to an `Equality' oracle, deterministic protocols remain exponentially weaker than randomized ones. More precisely, we exhibit a total function on $n$ bits with randomized one-sided communication complexity $O(\log n)$, but such that every deterministic protocol with access to `Equality' oracle needs $\Omega(n)$ cost to compute it.

Additionally we exhibit a natural and strict infinite hierarchy within $BPP$, starting with the class $P^{EQ}$ at its bottom.



Changes to previous version:

Improved lower bound from $\Omega(n/\log n)$ to $\Omega(n)$ and added a new result about a hierarchy within $BPP$.


Paper:

TR18-206 | 3rd December 2018 17:37

Equality Alone Does Not Simulate Randomness





TR18-206
Authors: Arkadev Chattopadhyay, Shachar Lovett, Marc Vinyals
Publication: 3rd December 2018 22:54
Downloads: 1572
Keywords: 


Abstract:

The canonical problem that gives an exponential separation between deterministic and randomized communication complexity in the classical two-party communication model is `Equality'. In this work, we show that even allowing access to an `Equality' oracle, deterministic protocols remain exponentially weaker than randomized ones. More precisely, we exhibit a total function on $n$ bits with randomized one-sided communication complexity $O(\log n)$, but such that every deterministic protocol with access to `Equality' oracle needs $\Omega(n/\log n)$ cost to compute it.



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