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» Kernelization of packing problems
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ICASSP
2011
IEEE
13 years 1 months ago
Multiple kernel nonnegative matrix factorization
Kernel nonnegative matrix factorization (KNMF) is a recent kernel extension of NMF, where matrix factorization is carried out in a reproducing kernel Hilbert space (RKHS) with a f...
Shounan An, Jeong-Min Yun, Seungjin Choi
MFCS
2005
Springer
14 years 3 months ago
Greedy Approximation via Duality for Packing, Combinatorial Auctions and Routing
We study simple greedy approximation algorithms for general class of integer packing problems. We provide a novel analysis based on the duality theory of linear programming. This e...
Piotr Krysta
IANDC
2008
111views more  IANDC 2008»
13 years 10 months ago
Bin packing with controllable item sizes
We consider a natural resource allocation problem in which we are given a set of items, where each item has a list of pairs associated with it. Each pair is a configuration of an a...
José R. Correa, Leah Epstein
CC
2006
Springer
123views System Software» more  CC 2006»
13 years 10 months ago
On the complexity of approximating k-set packing
Given a k-uniform hypergraph, the Maximum k-Set Packing problem is to find the maximum disjoint set of edges. We prove that this problem cannot be efficiently approximated to with...
Elad Hazan, Shmuel Safra, Oded Schwartz
TCS
2010
13 years 8 months ago
Class constrained bin packing revisited
We study the following variant of the bin packing problem. We are given a set of items, where each item has a (non-negative) size and a color. We are also given an integer paramet...
Leah Epstein, Csanád Imreh, Asaf Levin