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» The Convergence of Iterated Classification
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109
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NIPS
2008
15 years 2 months ago
On the Efficient Minimization of Classification Calibrated Surrogates
Bartlett et al (2006) recently proved that a ground condition for convex surrogates, classification calibration, ties up the minimization of the surrogates and classification risk...
Richard Nock, Frank Nielsen
FPL
2000
Springer
93views Hardware» more  FPL 2000»
15 years 4 months ago
Reconfigurable Computing between Classifications and Metrics - The Approach of Space/Time-Scheduling
Abstract. Reconfigurable computing receives its merits from scheduling timebased into space-based execution. This paper reviews some common parameters and introduces an additional ...
Christian Siemers
101
Voted
ICONIP
1998
15 years 2 months ago
A Study on Initialization for BP Networks
This paper proposes an initialization of back propagation (BP) networks for pattern classification problems; the weights of hidden units are initialized so that hyperplanes should...
Hiroshi Shiratsuchi, Hiromu Gotanda, Katsuhiro Ino...
113
Voted
DICTA
2003
15 years 2 months ago
Unsupervised Segmentation of Moving MPEG Blocks Based on Classification of Temporal Information
Most codecs such as MPEG-1,2 are based on processing pixels in predetermined tiles of square blocks. The processing of each block is independent of the object-based contents that m...
Ofer Miller, Amir Averbuch, Yosi Keller
ECIR
2003
Springer
15 years 2 months ago
Representative Sampling for Text Classification Using Support Vector Machines
In order to reduce human efforts, there has been increasing interest in applying active learning for training text classifiers. This paper describes a straightforward active learni...
Zhao Xu, Kai Yu, Volker Tresp, Xiaowei Xu, Jizhi W...