The Communication Complexity of Gap Hamming Distance

In the gap Hamming distance problem, two parties must determine whether their respective strings x; y2f0; 1g n are at Hamming distance less than n=2 p n or greater than n=2+ p n: In a recent tour de force, Chakrabarti and Regev (2010) proved the long- conjectured W(n) lower bound on the randomized communication complexity of this problem. In follow-up work, Vidick (2010) discovered a simpler proof. We contribute a new proof, which is simpler yet and a page-and-a-half long.

[1]  Graham Cormode,et al.  A near-optimal algorithm for estimating the entropy of a stream , 2010, TALG.

[2]  Ravi Kumar,et al.  The One-Way Communication Complexity of Hamming Distance , 2008, Theory Comput..

[3]  David P. Woodruff,et al.  Tight lower bounds for the distinct elements problem , 2003, 44th Annual IEEE Symposium on Foundations of Computer Science, 2003. Proceedings..

[4]  A. Razborov Communication Complexity , 2011 .

[5]  David P. Woodruff Optimal space lower bounds for all frequency moments , 2004, SODA '04.

[6]  David P. Woodruff The average-case complexity of counting distinct elements , 2009, ICDT '09.

[7]  M. Talagrand Concentration of measure and isoperimetric inequalities in product spaces , 1994, math/9406212.

[8]  Andrew C. Yao,et al.  Lower bounds by probabilistic arguments , 1983, 24th Annual Symposium on Foundations of Computer Science (sfcs 1983).

[9]  Avi Wigderson,et al.  A Strong Direct Product Theorem for Corruption and the Multiparty Communication Complexity of Disjointness , 2006, computational complexity.

[10]  Bala Kalyanasundaram,et al.  The Probabilistic Communication Complexity of Set Intersection , 1992, SIAM J. Discret. Math..

[11]  Amit Chakrabarti,et al.  An optimal lower bound on the communication complexity of gap-hamming-distance , 2010, STOC '11.

[12]  Alexander A. Razborov,et al.  On the Distributional Complexity of Disjointness , 1992, Theor. Comput. Sci..

[13]  Thomas Vidick,et al.  A concentration inequality for the overlap of a vector on a large set, with application to the communication complexity of the Gap-Hamming-Distance problem , 2011, Chic. J. Theor. Comput. Sci..

[14]  Peter Frankl,et al.  Complexity classes in communication complexity theory , 1986, 27th Annual Symposium on Foundations of Computer Science (sfcs 1986).

[15]  Noga Alon,et al.  The Probabilistic Method , 2015, Fundamentals of Ramsey Theory.

[16]  Ran Raz,et al.  Exponential separation of quantum and classical communication complexity , 1999, STOC '99.

[17]  Hartmut Klauck,et al.  The Partition Bound for Classical Communication Complexity and Query Complexity , 2009, 2010 IEEE 25th Annual Conference on Computational Complexity.

[18]  Joshua Brody,et al.  Better Gap-Hamming Lower Bounds via Better Round Elimination , 2010, APPROX-RANDOM.

[19]  Joshua Brody,et al.  A Multi-Round Communication Lower Bound for Gap Hamming and Some Consequences , 2009, 2009 24th Annual IEEE Conference on Computational Complexity.

[20]  Amit Chakrabarti,et al.  An Optimal Lower Bound on the Communication Complexity of Gap-Hamming-Distance , 2012, SIAM J. Comput..