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ICANN
2005
Springer
15 years 4 months ago
2005
Springer
Despite the well-known performances and the theoretical power of neural networks, learning and generalizing are sometimes very difficult. In this article, we investigate how short ...
HICSS
2007
IEEE
15 years 2 months ago
2007
IEEE
act Transcript Notation for Analyzing Interactional Construction of Meaning in Online Learning Daniel Suthers, Nathan Dwyer, Ravi Vatrapu, and Richard Medina CL 3 Saturday 1:00
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NIPS
2001
15 years 2 days ago
2001
We study the dynamics of a Hebbian ICA algorithm extracting a single non-Gaussian component from a high-dimensional Gaussian background. For both on-line and batch learning we fin...
ACL
2010
14 years 8 months ago
2010
We show that using confidence-weighted classification in transition-based parsing gives results comparable to using SVMs with faster training and parsing time. We also compare wit...
ORL
2010
14 years 5 months ago
2010
Abstract. We formulate the multiperiod, distribution-free perishable inventory problem as a problem of prediction with expert advice and apply an online learning method (the Weak A...