2683 search results - page 216 / 537 » Machine learning problems from optimization perspective |
128
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IJISTA
2007
15 years 3 months ago
2007
: This paper introduces a system for real-time incremental learning in a call-centre environment. The classifier used is a Support Vector Machine (SVM) and it is applied to telepho...
135
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ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
Non-linear dimensionality reduction of noisy data is a challenging problem encountered in a variety of data analysis applications. Recent results in the literature show that spect...
143
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ISAAC
2000
Springer
15 years 6 months ago
2000
Springer
Given a set of jobs, each consisting of a number of weighted intervals on the real line, and a number m of machines, we study the problem of selecting a maximum weight subset of th...
153
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CORR
2011
Springer
14 years 10 months ago
2011
Springer
Modeling the behavior of imperfect agents from a small number of observations is a difficult, but important task. In the singleagent decision-theoretic setting, inverse optimal co...
148
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ECIR
2009
Springer
16 years 10 days ago
2009
Springer
Abstract. Learning ranking functions is crucial for solving many problems, ranging from document retrieval to building recommendation systems based on an individual user’s prefer...