3694 search results - page 91 / 739 » Stochastic complexity in learning |
124
click to vote
EUROCOLT
1999
Springer
15 years 8 months ago
1999
Springer
The present paper motivates the study of mind change complexity for learning minimal models of length-bounded logic programs. It establishes ordinal mind change complexity bounds ...
146
click to vote
COLT
2010
Springer
15 years 1 months ago
2010
Springer
We define a new model of quantum learning that we call Predictive Quantum (PQ). This is a quantum analogue of PAC, where during the testing phase the student is only required to a...
146
click to vote
CORR
2010
Springer
15 years 4 months ago
2010
Springer
We obtain a tight distribution-specific characterization of the sample complexity of large-margin classification with L2 regularization: We introduce the -adapted-dimension, which...
120
Voted
PAMI
2000
15 years 3 months ago
2000
156
click to vote
CIVR
2010
Springer
15 years 7 months ago
2010
Springer
One of the main challenges in interactive concept-based video search is the insufficient relevant sample problem, especially for queries with complex semantics. To address this pr...