1641 search results - page 52 / 329 » Termination Analysis with Algorithmic Learning |
114
Voted
NIPS
2004
15 years 4 months ago
2004
In this paper we propose a novel method for learning a Mahalanobis distance measure to be used in the KNN classification algorithm. The algorithm directly maximizes a stochastic v...
137
Voted
COLT
2008
Springer
15 years 5 months ago
2008
Springer
Standard no-internal-regret (NIR) algorithms compute a fixed point of a matrix, and hence typically require O(n3 ) run time per round of learning, where n is the dimensionality of...
98
Voted
NIPS
2007
15 years 5 months ago
2007
A new algorithm for on-line learning linear-threshold functions is proposed which efficiently combines second-order statistics about the data with the ”logarithmic behavior” ...
158
Voted
VMCAI
2012
Springer
13 years 11 months ago
2012
Springer
stractions for Well-Structured Transition Systems Damien Zufferey1 , Thomas Wies2 , and Thomas A. Henzinger1 1 IST Austria 2 New York University Many infinite state systems can be...
137
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ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
Conditional log-linear models are a commonly used method for structured prediction. Efficient learning of parameters in these models is therefore an important problem. This paper ...