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» An SMO Algorithm for the Potential Support Vector Machine
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147
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NIPS
2003
15 years 4 months ago
Max-Margin Markov Networks
In typical classification tasks, we seek a function which assigns a label to a single object. Kernel-based approaches, such as support vector machines (SVMs), which maximize the ...
Benjamin Taskar, Carlos Guestrin, Daphne Koller
126
Voted
BIODATAMINING
2008
163views more  BIODATAMINING 2008»
15 years 2 months ago
Multivariate profiling of neurodegeneration-associated changes in a subcellular compartment of neurons via image processing
Background: Dysfunction in the endolysosome, a late endosomal to lysosomal degradative intracellular compartment, is an early hallmark of some neurodegenerative diseases, in parti...
Saravana K. Kumarasamy, Yunshi Wang, Vignesh Viswa...
120
Voted
KCAP
2003
ACM
15 years 8 months ago
Building large knowledge bases by mass collaboration
Acquiring knowledge has long been the major bottleneck preventing the rapid spread of AI systems. Manual approaches are slow and costly. Machine-learning approaches have limitatio...
Matthew Richardson, Pedro Domingos
170
Voted
PLDI
2003
ACM
15 years 8 months ago
A practical flow-sensitive and context-sensitive C and C++ memory leak detector
This paper presents a static analysis tool that can automatically find memory leaks and deletions of dangling pointers in large C and C++ applications. We have developed a type s...
David L. Heine, Monica S. Lam
125
Voted
ICAC
2009
IEEE
15 years 9 months ago
vManage: loosely coupled platform and virtualization management in data centers
: © vManage: Loosely Coupled Platform and Virtualization Management in Data Centers Sanjay Kumar, Vanish Talwar, Vibhore Kumar, Parthasarathy Ranganathan, Karsten Schwan HP Labora...
Sanjay Kumar, Vanish Talwar, Vibhore Kumar, Partha...