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95
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ICCD
2006
IEEE
125views Hardware» more  ICCD 2006»
15 years 9 months ago
Partial Functional Manipulation Based Wirelength Minimization
—In-place flipping of rectangular blocks/cells can potentially reduce the wirelength of a floorplan/placement solution without changing the chip area, In a recent work [Hao 05], ...
Avijit Dutta, David Z. Pan
129
Voted
NIPS
2008
15 years 2 months ago
Spectral Hashing
Semantic hashing[1] seeks compact binary codes of data-points so that the Hamming distance between codewords correlates with semantic similarity. In this paper, we show that the p...
Yair Weiss, Antonio Torralba, Robert Fergus
IJCAI
1993
15 years 2 months ago
Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning
Since most real-world applications of classification learning involve continuous-valued attributes, properly addressing the discretization process is an important problem. This pa...
Usama M. Fayyad, Keki B. Irani
96
Voted
EOR
2010
110views more  EOR 2010»
15 years 23 days ago
A hybrid metaheuristic approach to solving the UBQP problem
This paper presents a hybrid metaheuristic approach (HMA) for solving the Unconstrained Binary Quadratic Programming (UBQP) problem. By incorporating a tabu search procedure into ...
Zhipeng Lü, Fred Glover, Jin-Kao Hao
106
Voted
JMLR
2010
123views more  JMLR 2010»
14 years 7 months ago
Inductive Principles for Restricted Boltzmann Machine Learning
Recent research has seen the proposal of several new inductive principles designed specifically to avoid the problems associated with maximum likelihood learning in models with in...
Benjamin Marlin, Kevin Swersky, Bo Chen, Nando de ...