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» An Introduction to Transfer Learning
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125
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DIGITEL
2008
IEEE
15 years 7 months ago
Learning about Complexity with Modular Robots
We present progress with roBlocks, a reconfigurable modular robotic system for education. Children snap together small, magnetic, heterogeneous modules to create larger, more comp...
Eric Schweikardt, Mark D. Gross
105
Voted
APPINF
2003
15 years 2 months ago
Robotic Societies: Elements of Learning by Imitation
Imitation enables the individuals to acquire new abilities, and encourages social interaction and cultural transfer. The capability to obtain new abilities by observation represen...
Carlos Antonio Acosta Calderon, Huosheng Hu
89
Voted
ICML
2008
IEEE
16 years 1 months ago
Structure compilation: trading structure for features
Structured models often achieve excellent performance but can be slow at test time. We investigate structure compilation, where we replace structure with features, which are often...
Dan Klein, Hal Daumé III, Percy Liang
111
Voted
ICML
1996
IEEE
15 years 4 months ago
Second Tier for Decision Trees
A learner's performance does not rely only on the representation language and on the algorithm inducing a hypothesis in this language. Also the way the induced hypothesis is ...
Miroslav Kubat
100
Voted
HAIS
2008
Springer
15 years 1 months ago
An Evolutionary Approach for Tuning Artificial Neural Network Parameters
The widespread use of artificial neural networks and the difficult work regarding the correct specification (tuning) of parameters for a given problem are the main aspects that mot...
Leandro M. Almeida, Teresa Bernarda Ludermir