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» Comparing Subsumption Optimizations
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ICML
2009
IEEE
16 years 7 months ago
Learning kernels from indefinite similarities
Similarity measures in many real applications generate indefinite similarity matrices. In this paper, we consider the problem of classification based on such indefinite similariti...
Yihua Chen, Maya R. Gupta, Benjamin Recht
ICML
2006
IEEE
16 years 7 months ago
A continuation method for semi-supervised SVMs
Semi-Supervised Support Vector Machines (S3 VMs) are an appealing method for using unlabeled data in classification: their objective function favors decision boundaries which do n...
Olivier Chapelle, Mingmin Chi, Alexander Zien
155
Voted
DCC
2004
IEEE
16 years 6 months ago
Efficient Bit Allocation for Dependent Video Coding
A steepest descent based bit allocation method with polynomial iteration complexity for minimizing the sum of frame distortions under a total bit rate constraint is presented for ...
Yegnaswamy Sermadevi, Sheila S. Hemami
ICCAD
2004
IEEE
85views Hardware» more  ICCAD 2004»
16 years 3 months ago
Improving soft-error tolerance of FPGA configuration bits
Soft errors that change configuration bits of an SRAM based FPGA modify the functionality of the design. The proliferation of FPGA devices in various critical applications makes it...
Suresh Srinivasan, Aman Gayasen, Narayanan Vijaykr...
EVOW
2010
Springer
16 years 1 months ago
Multi-Objective Probability Collectives
We describe and evaluate a multi-objective optimisation (MOO) algorithm that works within the Probability Collectives (PC) optimisation framework. PC is an alternative approach to ...
Antony Waldock, David Corne