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» An aspect-oriented generative approach
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EMNLP
2008
15 years 7 months ago
Refining Generative Language Models using Discriminative Learning
We propose a new approach to language modeling which utilizes discriminative learning methods. Our approach is an iterative one: starting with an initial language model, in each i...
Ben Sandbank
FLAIRS
2006
15 years 7 months ago
Fast Generation of a Sequence of Trained and Validated Feed-Forward Networks
In this paper, three approaches are presented for generating and validating sequences of different size neural nets. First, a growing method is given along with several weight ini...
Pramod Lakshmi Narasimha, Walter Delashmit, Michae...
BIRTHDAY
2007
Springer
16 years 14 days ago
Generating Polynomial Invariants with DISCOVERER and QEPCAD
Abstract. This paper investigates how to apply the techniques on solving semi-algebraic systems to invariant generation of polynomial programs. By our approach, the generated invar...
Yinghua Chen, Bican Xia, Lu Yang, Naijun Zhan
CLOR
2006
15 years 10 months ago
Comparison of Generative and Discriminative Techniques for Object Detection and Classification
Many approaches to object recognition are founded on probability theory, and can be broadly characterized as either generative or discriminative according to whether or not the dis...
Ilkay Ulusoy, Christopher M. Bishop
DATE
1999
IEEE
120views Hardware» more  DATE 1999»
15 years 10 months ago
FreezeFrame: Compact Test Generation Using a Frozen Clock Strategy
Test application time is an important factor in the overall cost of VLSI chip testing. We present a new ATPG approach for generating compact test sequences for sequential circuits...
Yanti Santoso, Matthew C. Merten, Elizabeth M. Rud...