2683 search results - page 151 / 537 » Machine learning problems from optimization perspective |
126
Voted
UAI
2003
15 years 4 months ago
2003
We consider the problem of learning a Riemannian metric associated with a given differentiable manifold and a set of points. Our approach to the problem involves choosing a metric...
142
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GECCO
2007
Springer
15 years 8 months ago
2007
Springer
An Estimation of Distribution Algorithm (EDA) is proposed to approach the Hybrid Flow Shop with Sequence Dependent Setup Times and Uniform Machines in parallel (HFSSDST-UM) proble...
105
Voted
ML
2006
ACM
15 years 2 months ago
2006
ACM
It is well known that many hard tasks considered in machine learning and data mining can be solved in a rather simple and robust way with an instanceand distance-based approach. In...
101
Voted
IRI
2008
IEEE
15 years 9 months ago
2008
IEEE
— We revisit the problem of synthesis of service composition in the context of service oriented architecture from a tree automata perspective. Comparing to existing finite state...
154
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GECCO
2008
Springer
15 years 3 months ago
2008
Springer
Probabilistic model building methods can render difficult problems feasible by identifying and exploiting dependencies. They build a probabilistic model from the statistical prope...