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ECCC
2006
97views more  ECCC 2006»
15 years 6 months ago
Cryptographic Hardness Results for Learning Intersections of Halfspaces
We give the first representation-independent hardness results for PAC learning intersections of halfspaces, a central concept class in computational learning theory. Our hardness ...
Adam R. Klivans, Alexander A. Sherstov
AAAI
1996
15 years 7 months ago
A Complexity Analysis of Space-Bounded Learning Algorithms for the Constraint Satisfaction Problem
Learning during backtrack search is a space-intensive process that records information (such as additional constraints) in order to avoid redundant work. In this paper, we analyze...
Roberto J. Bayardo Jr., Daniel P. Miranker
WIOPT
2010
IEEE
15 years 4 months ago
Low complexity algorithms for relay selection and power control in interference-limited environments
Abstract—We consider an interference-limited wireless network, where multiple source-destination pairs compete for the same pool of relay nodes. In an attempt to maximize the sum...
Lazaros Gkatzikis, Iordanis Koutsopoulos
ASPDAC
2000
ACM
117views Hardware» more  ASPDAC 2000»
15 years 11 months ago
Improved algorithms for hypergraph bipartitioning
Multilevel Fiduccia-Mattheyses MLFM hypergraph partitioning 3, 22, 24 is a fundamental optimization in VLSI CAD physical design. The leading implementation, hMetis 23 , has sinc...
Andrew E. Caldwell, Andrew B. Kahng, Igor L. Marko...
AIPS
2003
15 years 8 months ago
Optimal Rectangle Packing: Initial Results
Given a set of rectangles with fixed orientations, we want to find an enclosing rectangle of minimum area that contains them all with no overlap. Many simple scheduling tasks ca...
Richard E. Korf