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116
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ICML
2008
IEEE
16 years 3 months ago
Active kernel learning
Identifying the appropriate kernel function/matrix for a given dataset is essential to all kernel-based learning techniques. A variety of kernel learning algorithms have been prop...
Steven C. H. Hoi, Rong Jin
139
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STOC
2006
ACM
166views Algorithms» more  STOC 2006»
16 years 2 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
ICCAD
2007
IEEE
140views Hardware» more  ICCAD 2007»
15 years 11 months ago
Thermal-aware Steiner routing for 3D stacked ICs
— In this paper, we present the first work on the Steiner routing for 3D stacked ICs. In the 3D Steiner routing problem, the pins are located in multiple device layers, which ma...
Mohit Pathak, Sung Kyu Lim
142
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SODA
2001
ACM
125views Algorithms» more  SODA 2001»
15 years 4 months ago
Parallel processor scheduling with delay constraints
We consider the problem of scheduling unit-length jobs on identical parallel machines such that the makespan of the resulting schedule is minimized. Precedence constraints impose ...
Daniel W. Engels, Jon Feldman, David R. Karger, Ma...
124
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PDP
2006
IEEE
15 years 8 months ago
An Experimental Validation of the PRO Model for Parallel and Distributed Computation
— The Parallel Resource-Optimal (PRO) computation model was introduced by Gebremedhin et al. [2002] as a framework for the design and analysis of efficient parallel algorithms. ...
Mohamed Essaïdi, Jens Gustedt