723 search results - page 49 / 145 » Computationally Efficient Transductive Machines |
FPL
2000
Springer
13 years 11 months ago
2000
Springer
Abstract. In this paper we outline a procedure to determine appropriate partitioning of programmable logic and interconnect area to minimize overall device area across a broad rang...
EMNLP
2008
13 years 9 months ago
2008
BLEU is the de facto standard for evaluation and development of statistical machine translation systems. We describe three real-world situations involving comparisons between diff...
SDM
2010
SIAM
13 years 5 months ago
2010
SIAM
The recent years have witnessed a surge of interests in Nonnegative Matrix Factorization (NMF) in data mining and machine learning fields. Despite its elegant theory and empirical...
ICCV
2009
IEEE
15 years 22 days ago
2009
IEEE
Many machine learning algorithms require the summation of Gaussian kernel
functions, an expensive operation if implemented straightforwardly. Several methods
have been proposed t...
STOC
1993
ACM
13 years 12 months ago
1993
ACM
In this paper, we study the problem of learning in the presence of classification noise in the probabilistic learning model of Valiant and its variants. In order to identify the cl...