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» Lower Bounds Using Kolmogorov Complexity
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ICML
2004
IEEE
14 years 8 months ago
Communication complexity as a lower bound for learning in games
A fast-growing body of research in the AI and machine learning communities addresses learning in games, where there are multiple learners with different interests. This research a...
Vincent Conitzer, Tuomas Sandholm
COCO
2004
Springer
82views Algorithms» more  COCO 2004»
14 years 28 days ago
Dimension, Entropy Rates, and Compression
This paper develops new relationships between resource-bounded dimension, entropy rates, and compression. New tools for calculating dimensions are given and used to improve previo...
John M. Hitchcock, N. V. Vinodchandran
CIE
2010
Springer
14 years 10 days ago
Circuit Complexity and Multiplicative Complexity of Boolean Functions
In this note, we use lower bounds on Boolean multiplicative complexity to prove lower bounds on Boolean circuit complexity. We give a very simple proof of a 7n/3 − c lower bound ...
Arist Kojevnikov, Alexander S. Kulikov
WDAG
2005
Springer
85views Algorithms» more  WDAG 2005»
14 years 1 months ago
Time and Space Lower Bounds for Implementations Using k-CAS
This paper presents lower bounds on the time- and space-complexity of implementations that use the k compare-and-swap (k-CAS) synchronization primitives. We prove that the use of ...
Hagit Attiya, Danny Hendler
CORR
2008
Springer
95views Education» more  CORR 2008»
13 years 7 months ago
Depth as Randomness Deficiency
Depth of an object concerns a tradeoff between computation time and excess of program length over the shortest program length required to obtain the object. It gives an unconditio...
Luis Antunes 0002, Armando Matos, Andre Souto, Pau...