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» Hybrid Optimizations: Which Optimization Algorithm to Use
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DMIN
2010
262views Data Mining» more  DMIN 2010»
15 years 2 months ago
SMO-Style Algorithms for Learning Using Privileged Information
Recently Vapnik et al. [11, 12, 13] introduced a new learning model, called Learning Using Privileged Information (LUPI). In this model, along with standard training data, the tea...
Dmitry Pechyony, Rauf Izmailov, Akshay Vashist, Vl...
TCOM
2010
102views more  TCOM 2010»
15 years 2 months ago
A system performance approach to OSNR optimization in optical networks
Abstract—This paper studies a constrained optical signal-tonoise ratio (OSNR) optimization problem in optical networks from the perspective of system performance. A system optimi...
Yan Pan, Tansu Alpcan, Lacra Pavel
PAMI
2010
215views more  PAMI 2010»
15 years 2 months ago
Fusion Moves for Markov Random Field Optimization
—The efficient application of graph cuts to Markov Random Fields (MRFs) with multiple discrete or continuous labels remains an open question. In this paper, we demonstrate one p...
Victor S. Lempitsky, Carsten Rother, Stefan Roth, ...
ICRA
2005
IEEE
111views Robotics» more  ICRA 2005»
15 years 10 months ago
Optimal Design, Evaluation, and Analysis of AGV Transportation Systems Based on Various Transportation Demands
— In this paper, two designs for optimal Automated Guided Vehicle (AGV) transportation systems are presented. One is vertical and the other, horizontal. For these systems, the hy...
Satoshi Hoshino, Jun Ota, Akiko Shinozaki, Hideki ...
ICIP
2006
IEEE
16 years 6 months ago
Two-Stage Optimal Component Analysis
Linear techniques are widely used to reduce the dimension of image representation spaces in applications such as image indexing and object recognition. Optimal Component Analysis ...
Yiming Wu, Xiuwen Liu, Washington Mio, Kyle A. Gal...