Improved Approximate Degree Bounds For k-distinctness

An open problem that is widely regarded as one of the most important in quantum query complexity is to resolve the quantum query complexity of the k-distinctness function on inputs of size N. While the case of k=2 (also called Element Distinctness) is well-understood, there is a polynomial gap between the known upper and lower bounds for all constants k>2. Specifically, the best known upper bound is O(N^{(3/4)-1/(2^{k+2}-4)}) (Belovs, FOCS 2012), while the best known lower bound for k >= 2 is Omega(N^{2/3} + N^{(3/4)-1/(2k)}) (Aaronson and Shi, J.~ACM 2004; Bun, Kothari, and Thaler, STOC 2018). For any constant k >= 4, we improve the lower bound to Omega(N^{(3/4)-1/(4k)}). This yields, for example, the first proof that 4-distinctness is strictly harder than Element Distinctness. Our lower bound applies more generally to approximate degree. As a secondary result, we give a simple construction of an approximating polynomial of degree O(N^{3/4}) that applies whenever k <= polylog(N).

[1]  Justin Thaler,et al.  The Large-Error Approximate Degree of AC0 , 2018, Electron. Colloquium Comput. Complex..

[2]  Alexander A. Sherstov,et al.  Vanishing-Error Approximate Degree and QMA Complexity , 2019, Electron. Colloquium Comput. Complex..

[3]  Mark Zhandry,et al.  On Finding Quantum Multi-collisions , 2018, IACR Cryptol. ePrint Arch..

[4]  Alexander A. Sherstov Algorithmic polynomials , 2018, Electron. Colloquium Comput. Complex..

[5]  Carlos Palazuelos,et al.  Quantum Query Algorithms are Completely Bounded Forms , 2017, ITCS.

[6]  Justin Thaler,et al.  The polynomial method strikes back: tight quantum query bounds via dual polynomials , 2017, Electron. Colloquium Comput. Complex..

[7]  Xiaodi Wu,et al.  Quantum Query Complexity of Entropy Estimation , 2017, IEEE Transactions on Information Theory.

[8]  Justin Thaler,et al.  A Nearly Optimal Lower Bound on the Approximate Degree of AC^0 , 2017, 2017 IEEE 58th Annual Symposium on Foundations of Computer Science (FOCS).

[9]  Alexander A. Sherstov The Power of Asymmetry in Constant-Depth Circuits , 2015, 2015 IEEE 56th Annual Symposium on Foundations of Computer Science.

[10]  Justin Thaler,et al.  Hardness Amplification and the Approximate Degree of Constant-Depth Circuits , 2013, ICALP.

[11]  Aleksandrs Belovs,et al.  Learning-Graph-Based Quantum Algorithm for k-Distinctness , 2012, 2012 IEEE 53rd Annual Symposium on Foundations of Computer Science.

[12]  Alexander A. Sherstov Strong direct product theorems for quantum communication and query complexity , 2010, STOC '11.

[13]  Paul Beame,et al.  The quantum query complexity of AC0 , 2010, Quantum Inf. Comput..

[14]  Alexander A. Sherstov The Intersection of Two Halfspaces Has High Threshold Degree , 2009, 2009 50th Annual IEEE Symposium on Foundations of Computer Science.

[15]  Troy Lee,et al.  A note on the sign degree of formulas , 2009, ArXiv.

[16]  Alexander A. Sherstov The Pattern Matrix Method , 2009, SIAM J. Comput..

[17]  Robert Spalek,et al.  A Dual Polynomial for OR , 2008, ArXiv.

[18]  Yaoyun Shi,et al.  Quantum communication complexity of block-composed functions , 2007, Quantum Inf. Comput..

[19]  Samuel Kutin,et al.  Quantum Lower Bound for the Collision Problem with Small Range , 2005, Theory Comput..

[20]  Andris Ambainis,et al.  Quantum walk algorithm for element distinctness , 2003, 45th Annual IEEE Symposium on Foundations of Computer Science.

[21]  Ronald de Wolf,et al.  Robust Polynomials and Quantum Algorithms , 2003, Theory of Computing Systems.

[22]  Ryan O'Donnell,et al.  New degree bounds for polynomial threshold functions , 2003, STOC '03.

[23]  Andris Ambainis,et al.  Polynomial Degree and Lower Bounds in Quantum Complexity: Collision and Element Distinctness with Small Range , 2003, Theory Comput..

[24]  Andris Ambainis,et al.  Polynomial degree vs. quantum query complexity , 2003, 44th Annual IEEE Symposium on Foundations of Computer Science, 2003. Proceedings..

[25]  Yaoyun Shi,et al.  Quantum lower bounds for the collision and the element distinctness problems , 2001, The 43rd Annual IEEE Symposium on Foundations of Computer Science, 2002. Proceedings..

[26]  Ronald de Wolf,et al.  Quantum lower bounds by polynomials , 1998, Proceedings 39th Annual Symposium on Foundations of Computer Science (Cat. No.98CB36280).

[27]  Noam Nisan,et al.  On the degree of boolean functions as real polynomials , 1992, STOC '92.

[28]  Alexander A. Razborov,et al.  The Sign-Rank of AC0 , 2010, SIAM J. Comput..