210 search results - page 8 / 42 » Multiclass Posterior Probability Support Vector Machines |
128
Voted
IJCAI
2003
15 years 4 months ago
2003
We present an approximate policy iteration algorithm that uses rollouts to estimate the value of each action under a given policy in a subset of states and a classifier to general...
175
Voted
ICTAI
2010
IEEE
15 years 1 months ago
2010
IEEE
Recent work in the field of machine translation (MT) evaluation suggests that sentence level evaluation based on machine learning (ML) can outperform the standard metrics such as B...
103
Voted
ICDAR
2007
IEEE
15 years 9 months ago
2007
IEEE
Recognition of mathematical symbols is a challenging task, with a large set with many similar symbols. We present a support vector machine based hybrid recognition system that use...
122
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ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
Learning general functional dependencies is one of the main goals in machine learning. Recent progress in kernel-based methods has focused on designing flexible and powerful input...
133
Voted
ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
We study the problem of learning kernel machines transductively for structured output variables. Transductive learning can be reduced to combinatorial optimization problems over a...