1313 search results - page 31 / 263 » Intelligent Selection of Language Model Training Data |
112
Voted
JMLR
2010
14 years 9 months ago
2010
Model selection strategies for machine learning algorithms typically involve the numerical optimisation of an appropriate model selection criterion, often based on an estimator of...
103
Voted
SCP
1998
15 years 2 months ago
1998
In STOC 93, Jones sketched the existence of a hierarchy within problems decidable in linear time by a first-order functional language based on tree-structured data (F), as well a...
104
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ACL
2008
15 years 4 months ago
2008
We present a discriminative structureprediction model for the letter-to-phoneme task, a crucial step in text-to-speech processing. Our method encompasses three tasks that have bee...
127
Voted
FLAIRS
2004
15 years 4 months ago
2004
A blind classification algorithm is presented that uses hyperdimensional geometric algorithms to locate a hypothesis, in the form of a convex polytope or hyper-sphere. The convex ...
106
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COLT
2000
Springer
15 years 7 months ago
2000
Springer
We study model selection strategies based on penalized empirical loss minimization. We point out a tight relationship between error estimation and data-based complexity penalizatio...