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» Predictive Hebbian Learning
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169
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EMNLP
2011
14 years 3 months ago
Watermarking the Outputs of Structured Prediction with an application in Statistical Machine Translation
We propose a general method to watermark and probabilistically identify the structured outputs of machine learning algorithms. Our method is robust to local editing operations and...
Ashish Venugopal, Jakob Uszkoreit, David Talbot, F...
117
Voted
GECCO
2005
Springer
111views Optimization» more  GECCO 2005»
15 years 9 months ago
XCS with eligibility traces
The development of the XCS Learning Classifier System has produced a robust and stable implementation that performs competitively in direct-reward environments. Although investig...
Jan Drugowitsch, Alwyn Barry
ARGMAS
2006
Springer
15 years 7 months ago
Arguments and Counterexamples in Case-Based Joint Deliberation
Multiagent learning can be seen as applying ML techniques to the core issues of multiagent systems, like communication, coordination, and competition. In this paper, we address the...
Santiago Ontañón, Enric Plaza
144
Voted
IADIS
2004
15 years 4 months ago
The Impact of Personality and Learning Styles on the Use of Laptop Computers in the Classroom
Past studies indicate that classes that utilize laptop technology in the classroom have higher scores on graded assignments than those who do not. Despite this finding, some stude...
Jamie Efaw, Jennifer Bailey
ICML
2010
IEEE
15 years 4 months ago
Large Graph Construction for Scalable Semi-Supervised Learning
In this paper, we address the scalability issue plaguing graph-based semi-supervised learning via a small number of anchor points which adequately cover the entire point cloud. Cr...
Wei Liu, Junfeng He, Shih-Fu Chang