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» Randomized Algorithms and Complexity Theory
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224
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LCC
1994
193views Algorithms» more  LCC 1994»
15 years 5 months ago
Expressing Computational Complexity in Constructive Type Theory
Robert L. Constable
108
Voted
FOCS
1999
IEEE
15 years 5 months ago
An Algorithmic Theory of Learning: Robust Concepts and Random Projection
We study the phenomenon of cognitive learning from an algorithmic standpoint. How does the brain effectively learn concepts from a small number of examples despite the fact that e...
Rosa I. Arriaga, Santosh Vempala
104
Voted
COCO
1994
Springer
100views Algorithms» more  COCO 1994»
15 years 5 months ago
Relative to a Random Oracle, NP is Not Small
Resource-bounded measure as originated by Lutz is an extension of classical measure theory which provides a probabilistic means of describing the relative sizes of complexity clas...
Steven M. Kautz, Peter Bro Miltersen
125
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STOC
2006
ACM
166views Algorithms» more  STOC 2006»
16 years 1 months ago
New upper and lower bounds for randomized and quantum local search
Local Search problem, which finds a local minimum of a black-box function on a given graph, is of both practical and theoretical importance to combinatorial optimization, complexi...
Shengyu Zhang
94
Voted
ICCV
2003
IEEE
16 years 3 months ago
Towards a Mathematical Theory of Primal Sketch and Sketchability
In this paper, we present a mathematical theory for Marr's primal sketch. We first conduct a theoretical study of the descriptive Markov random field model and the generative...
Cheng-en Guo, Song Chun Zhu, Ying Nian Wu