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» A Generalization of the Massey-Ding Algorithm
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281
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CSCW
2012
ACM
14 years 3 months ago
Recommending routes in the context of bicycling: algorithms, evaluation, and the value of personalization
Users have come to rely on automated route finding services for driving, public transit, walking, and bicycling. Current state of the art route finding algorithms typically rely...
Reid Priedhorsky, David Pitchford, Shilad Sen, Lor...
185
Voted
DAC
2005
ACM
16 years 8 months ago
ICCAP: a linear time sparse transformation and reordering algorithm for 3D BEM capacitance extraction
This paper presents an efficient hierarchical 3D capacitance extraction algorithm -- ICCAP. Most previous capacitance extraction algorithms introduce intermediate variables to fac...
Rong Jiang, Yi-Hao Chang, Charlie Chung-Ping Chen
DAC
2005
ACM
16 years 8 months ago
An exact jumper insertion algorithm for antenna effect avoidance/fixing
As the process technology enters the nanometer era, reliability has become a major concern in the design and manufacturing of VLSI circuits. In this paper we focus on one reliabil...
Bor-Yiing Su, Yao-Wen Chang
188
Voted
ICML
2009
IEEE
16 years 8 months ago
A majorization-minimization algorithm for (multiple) hyperparameter learning
We present a general Bayesian framework for hyperparameter tuning in L2-regularized supervised learning models. Paradoxically, our algorithm works by first analytically integratin...
Chuan-Sheng Foo, Chuong B. Do, Andrew Y. Ng
ICML
2004
IEEE
16 years 8 months ago
Margin based feature selection - theory and algorithms
Feature selection is the task of choosing a small set out of a given set of features that capture the relevant properties of the data. In the context of supervised classification ...
Ran Gilad-Bachrach, Amir Navot, Naftali Tishby