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» Instance-Optimal Geometric Algorithms
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128
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ICML
2005
IEEE
16 years 4 months ago
Adapting two-class support vector classification methods to many class problems
A geometric construction is presented which is shown to be an effective tool for understanding and implementing multi-category support vector classification. It is demonstrated ho...
Simon I. Hill, Arnaud Doucet
117
Voted
ALT
2006
Springer
16 years 19 days ago
Unsupervised Slow Subspace-Learning from Stationary Processes
Abstract. We propose a method of unsupervised learning from stationary, vector-valued processes. A low-dimensional subspace is selected on the basis of a criterion which rewards da...
Andreas Maurer
148
Voted
ICCAD
2006
IEEE
141views Hardware» more  ICCAD 2006»
16 years 17 days ago
Design optimization for single-event upset robustness using simultaneous dual-VDD and sizing techniques
An optimization algorithm for the design of combinational circuits that are robust to single-event upsets (SEUs) is described. A simple, highly accurate model for the SEU robustne...
Mihir R. Choudhury, Quming Zhou, Kartik Mohanram
130
Voted
ALGOSENSORS
2009
Springer
15 years 10 months ago
Building a Communication Bridge with Mobile Hubs
We study scenarios where mobile hubs are charged with building a communication bridge between two given points s and t. We introduce a new bi-criteria optimization problem where th...
Onur Tekdas, Yokesh Kumar, Volkan Isler, Ravi Jana...
153
Voted
LION
2009
Springer
152views Optimization» more  LION 2009»
15 years 10 months ago
Comparison of Coarsening Schemes for Multilevel Graph Partitioning
Graph partitioning is a well-known optimization problem of great interest in theoretical and applied studies. Since the 1990s, many multilevel schemes have been introduced as a pra...
Cédric Chevalier, Ilya Safro