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» On higher-order perceptron algorithms
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ACL
2009
13 years 7 months ago
Coordinate Structure Analysis with Global Structural Constraints and Alignment-Based Local Features
We propose a hybrid approach to coordinate structure analysis that combines a simple grammar to ensure consistent global structure of coordinations in a sentence, and features bas...
Kazuo Hara, Masashi Shimbo, Hideharu Okuma, Yuji M...
CVPR
2012
IEEE
12 years 5 days ago
Image denoising: Can plain neural networks compete with BM3D?
Image denoising can be described as the problem of mapping from a noisy image to a noise-free image. The best currently available denoising methods approximate this mapping with c...
Harold Christopher Burger, Christian J. Schuler, S...
COLT
2001
Springer
14 years 2 months ago
Ultraconservative Online Algorithms for Multiclass Problems
In this paper we study a paradigm to generalize online classification algorithms for binary classification problems to multiclass problems. The particular hypotheses we investig...
Koby Crammer, Yoram Singer
IEEEHPCS
2010
13 years 4 months ago
Calculating the impact factor of neural networks on optimization algorithm for sensor selection
Intelligent sensor selection for monitoring operations is one of the serious subjects to reduce information processing time and increase information fusion accuracy. This paper at...
Abdolhossein Alipoor, Touraj Banirostam, Mehdi N. ...
GLVLSI
2005
IEEE
132views VLSI» more  GLVLSI 2005»
14 years 3 months ago
FPGA implementation of a modular and pipelined WF scheduler for high speed OC192 networks
In this paper we propose an FPGA implementation of a multi protocol Weighted Fair (WF) queuing algorithm able to handle variable length packets targeted for Packet Over Sonet (POS...
Abdallah Merhebi, Otmane Aït Mohamed