1131 search results - page 23 / 227 » Generalization Improvement in Multi-Objective Learning |
119
Voted
KDD
2004
ACM
16 years 3 months ago
2004
ACM
Procedures for collective inference make simultaneous statistical judgments about the same variables for a set of related data instances. For example, collective inference could b...
111
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TSMC
1998
15 years 2 months ago
1998
— Parallel algorithms are presented for modules of learning automata with the objective of improving their speed of convergence without compromising accuracy. A general procedure...
120
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COLT
2005
Springer
15 years 8 months ago
2005
Springer
We start by showing that in an active learning setting, the Perceptron algorithm needs Ω( 1 ε2 ) labels to learn linear separators within generalization error ε. We then prese...
106
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NIPS
2007
15 years 4 months ago
2007
Can we leverage learning techniques to build a fast nearest-neighbor (ANN) retrieval data structure? We present a general learning framework for the NN problem in which sample que...
155
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CRIWG
1998
15 years 4 months ago
1998
The use of new technology must be combined with modern teaching practices to be effective. Collaborative learning is a general term employed for a variety of classroom practices d...