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173
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NIPS
2000
15 years 6 months ago
A Neural Probabilistic Language Model
A goal of statistical language modeling is to learn the joint probability function of sequences of words in a language. This is intrinsically difficult because of the curse of dim...
Yoshua Bengio, Réjean Ducharme, Pascal Vinc...
ATAL
2010
Springer
15 years 6 months ago
Using graph analysis to study networks of adaptive agent
Experimental analysis of networks of cooperative learning agents (to verify certain properties such as the system's stability) has been commonly used due to the complexity of...
Sherief Abdallah
152
Voted
COMPUTER
2007
117views more  COMPUTER 2007»
15 years 4 months ago
Digital Technology and the Skills Shortage
ract in that they deal with sequences of sound or movement. Two social or personality skills can also be defined: Intrapersonal skill helps people perceive and control their own th...
W. Neville Holmes
ML
2008
ACM
101views Machine Learning» more  ML 2008»
15 years 4 months ago
On reoptimizing multi-class classifiers
Significant changes in the instance distribution or associated cost function of a learning problem require one to reoptimize a previously-learned classifier to work under new cond...
Chris Bourke, Kun Deng, Stephen D. Scott, Robert E...
AIR
2004
113views more  AIR 2004»
15 years 4 months ago
Class Noise vs. Attribute Noise: A Quantitative Study
Real-world data is never perfect and can often suffer from corruptions (noise) that may impact interpretations of the data, models created from the data and decisions made based on...
Xingquan Zhu, Xindong Wu