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CVPR
2011
IEEE
12 years 9 months ago
Support Tucker Machines
In this paper we address the two-class classification problem within the tensor-based framework, by formulating the Support Tucker Machines (STuMs). More precisely, in the propos...
Irene Kotsia, Ioannis Patras
NIPS
2000
13 years 6 months ago
Incremental and Decremental Support Vector Machine Learning
An on-line recursive algorithm for training support vector machines, one vector at a time, is presented. Adiabatic increments retain the KuhnTucker conditions on all previously se...
Gert Cauwenberghs, Tomaso Poggio
SIGUCCS
2000
ACM
13 years 9 months ago
Computing Support Technicians: Yours, Mine or Ours
Betty R. Tucker, Louis Barraza
ICDM
2009
IEEE
160views Data Mining» more  ICDM 2009»
14 years 3 days ago
Fast Online Training of Ramp Loss Support Vector Machines
—A fast online algorithm OnlineSVMR for training Ramp-Loss Support Vector Machines (SVMR s) is proposed. It finds the optimal SVMR for t+1 training examples using SVMR built on t...
Zhuang Wang, Slobodan Vucetic
JVM
2004
132views Education» more  JVM 2004»
13 years 6 months ago
Solaris Zones: Operating System Support for Server Consolidation
e a new operating system abstraction for partitioning systems, allowing multiple applications to run in isolation from each other on the same physical hardware. This isolation prev...
Andrew Tucker, David Comay