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Average-Case Quantum Query Complexity (2000)  (Make Corrections)  (3 citations)
Andris Ambainis, Ronald de Wolf
Lecture Notes in Computer Science



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Abstract: We compare classical and quantum query complexities of total Boolean functions. It is known that for worst-case complexity, the gap between quantum and classical can be at most polynomial [BBC + 98]. We show that for average-case complexity under the uniform distribution, quantum algorithms can be exponentially faster than classical algorithms. Under non-uniform distributions the gap can even be super-exponential. We also prove some general bounds for average-case complexity and show that the ... (Update)

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...1 2 log log n 1 2 . 2 There has also been some work on average (block) sensitivity [Ber96] and its applications [Bop97, Shi99, AW00] 6 Wegener [Weg85] proved that this theorem is tight up to the O(log log n) term by means of the monotone address function. We now prove...

.... It may well be true that bs(f) 2 O(s(f) 2 ) 3 There has also been some work on average (block) sensitivity [5] and its applications [7,40,2]. In particular, Shi [40] has shown that the average sensitivity of a total function f is a lower bound on its approximate degree g deg(f...

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BibTeX entry:   (Update)

A. Ambainis and R. de Wolf. Average-case quantum query complexity. In Proceedings of 17th Annual Symposium on Theoretical Aspects of Computer Science (STACS'2000), Lecture Notes in Computer Science. Springer, 2000. To appear. Also quant-ph/9904079. http://citeseer.ist.psu.edu/article/ambainis00averagecase.html   More

@article{ ambainis00averagecase,
    author = "Andris Ambainis and Ronald de Wolf",
    title = "Average-Case Quantum Query Complexity",
    journal = "Lecture Notes in Computer Science",
    volume = "1770",
    pages = "133--??",
    year = "2000",
    url = "citeseer.ist.psu.edu/article/ambainis00averagecase.html" }
Citations (may not include all citations):
957   The Probabilistic Method (context) - Alon, Spencer - 1992  ACM   DBLP
210   A fast quantum mechanical algorithm for database search - Grover - 1996  ACM   DBLP
164   Polynomial-time algorithms for prime factorization and discr.. - Shor - 1997  ACM   DBLP
144   the power of quantum computation - Simon - 1997
126   Rapid solution of problems by quantum computation (context) - Deutsch, Jozsa - 1992  ACM
112   Average case complete problems (context) - Levin - 1986  ACM   DBLP
102   Strengths and weaknesses of quantum computing - Bennett, Bernstein et al. - 1997  ACM   DBLP
73   Tight bounds on quantum searching - Boyer, Brassard et al. - 1998  ACM
70   Average-case analysis of algorithms and data structures - Vitter, Flajolet - 1990  ACM   DBLP
30   Quantum counting - Brassard, Hoyer et al. - 1998  ACM   DBLP
15   Quantum algorithm for the collision problem - Brassard, Hoyer et al. - 1997
15   The quantum query complexity of approximating the median and.. - Nayak, Wu - 1999  ACM   DBLP
11   Earlier version in STOC (context) - Nisan, decision et al. - 1991
11   Quantum amplitude amplification and estimation - Brassard, Hoyer et al.
10   counting and amplitude amplification by eigenvector analysis (context) - Mosca - 1998
7   The average-case complexity of determining the majority (context) - Alonso, Reingold et al. - 1997  ACM   DBLP
3   the normal approximation to the hypergeometric distribution (context) - Nicholson - 1956

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