The limits of two-party differential privacy

A McGregor, I Mironov, T Pitassi… - 2010 IEEE 51st …, 2010 - ieeexplore.ieee.org
We study differential privacy in a distributed setting where two parties would like to perform
analysis of their joint data while preserving privacy for both datasets. Our results imply …

An optimal lower bound on the communication complexity of gap-hamming-distance

A Chakrabarti, O Regev - Proceedings of the forty-third annual ACM …, 2011 - dl.acm.org
We prove an optimal Ω (n) lower bound on the randomized communication complexity of the
much-studied Gap-Hamming-Distance problem. As a consequence, we obtain essentially …

Interactive information complexity

M Braverman - Proceedings of the forty-fourth annual ACM symposium …, 2012 - dl.acm.org
The primary goal of this paper is to define and study the interactive information complexity of
functions. Let f (x, y) be a function, and suppose Alice is given x and Bob is given y …

Separations in query complexity using cheat sheets

S Aaronson, S Ben-David, R Kothari - … of the forty-eighth annual ACM …, 2016 - dl.acm.org
We show a power 2.5 separation between bounded-error randomized and quantum query
complexity for a total Boolean function, refuting the widely believed conjecture that the best …

The log-approximate-rank conjecture is false

A Chattopadhyay, NS Mande, S Sherif - Journal of the ACM (JACM), 2020 - dl.acm.org
We construct a simple and total Boolean function F= f○ XOR on 2 n variables that has only
O (√ n) spectral norm, O (n 2) approximate rank, and O (n 2.5) approximate nonnegative …

Rectangles are nonnegative juntas

M Goos, S Lovett, R Meka, T Watson… - SIAM Journal on …, 2016 - SIAM
We develop a new method to prove communication lower bounds for composed functions of
the form f∘g^n, where f is any boolean function on n inputs and g is a sufficiently “hard” two …

Lower bounds on information complexity via zero-communication protocols and applications

I Kerenidis, S Laplante, V Lerays, J Roland… - SIAM Journal on …, 2015 - SIAM
We show that almost all known lower bound methods for communication complexity are also
lower bounds for the information complexity. In particular, we define a relaxed version of the …

Quantum one-way communication can be exponentially stronger than classical communication

O Regev, B Klartag - Proceedings of the forty-third annual ACM …, 2011 - dl.acm.org
In STOC 1999, Raz presented a (partial) function for which there is a quantum protocol
communicating only O (log n) qubits, but for which any classical (randomized, bounded …

The communication complexity of gap hamming distance

AA Sherstov - Theory of Computing, 2012 - theoryofcomputing.org
The Communication Complexity of Gap Hamming Distance Page 1 Theory OF Computing,
Volume 8 (2012), pp. 197–208 www.theoryofcomputing.org The Communication Complexity of …

Exponential separation of information and communication

A Ganor, G Kol, R Raz - 2014 ieee 55th annual symposium on …, 2014 - ieeexplore.ieee.org
We show an exponential gap between communication complexity and information
complexity, by giving an explicit example for a communication task (relation), with …