2683 search results - page 223 / 537 » Machine learning problems from optimization perspective |
158
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PROPOR
2010
Springer
15 years 10 months ago
2010
Springer
We address the problem of simplifying Portuguese texts at the sentence level treating it as a "translation task". We use the Statistical Machine Translation (SMT) framewo...
118
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AUSAI
2004
Springer
15 years 8 months ago
2004
Springer
Abstract. This paper presents a comparative study between a state-ofthe-art clause weighting local search method for satisfiability testing and a variant modified to obtain longe...
121
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ICML
2008
IEEE
16 years 4 months ago
2008
IEEE
In this paper, we consider a smoothing kernelbased classification rule and propose an algorithm for optimizing the performance of the rule by learning the bandwidth of the smoothi...
117
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ETS
2007
IEEE
15 years 5 months ago
2007
IEEE
Software-Based Self-Test (SBST) has emerged as an effective strategy for on-line testing of processors integrated in non-safety critical embedded system applications. Among the mo...
163
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ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
We introduce into the classical Perceptron algorithm with margin a mechanism of unlearning which in the course of the regular update allows for a reduction of possible contributio...