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NAACL
2004
15 years 5 months ago
Exponential Priors for Maximum Entropy Models
Maximum entropy models are a common modeling technique, but prone to overfitting. We show that using an exponential distribution as a prior leads to bounded absolute discounting b...
Joshua Goodman
NIPS
2003
15 years 5 months ago
No Unbiased Estimator of the Variance of K-Fold Cross-Validation
Most machine learning researchers perform quantitative experiments to estimate generalization error and compare algorithm performances. In order to draw statistically convincing c...
Yoshua Bengio, Yves Grandvalet
WEBNET
1998
15 years 5 months ago
Interactive Music Instruction with Java Objects
: The Java Music Toolkit is a set of Java classes that can display and play musical scores. The classes are used in music courseware in which students hear problem sets and notate ...
Paul E. Dworak
NIPS
1990
15 years 5 months ago
Back Propagation is Sensitive to Initial Conditions
This paper explores the effect of initial weight selection on feed-forward networks learning simple functions with the back-propagation technique. We first demonstrate, through th...
John F. Kolen, Jordan B. Pollack
ADHOC
2008
72views more  ADHOC 2008»
15 years 4 months ago
MORA routing and capacity building in disruption-tolerant networks
Disruption-tolerant networks (DTNs) differ from other types of networks in that capacity is created by the movements of network participants. This implies that understanding and in...
Brendan Burns, Oliver Brock, Brian Neil Levine