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» Predicting When Not to Predict
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119
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ICMLA
2008
15 years 5 months ago
A Predictive Model for Imitation Learning in Partially Observable Environments
Learning by imitation has shown to be a powerful paradigm for automated learning in autonomous robots. This paper presents a general framework of learning by imitation for stochas...
Abdeslam Boularias
141
Voted
ICMLA
2008
15 years 5 months ago
Predicting Algorithm Accuracy with a Small Set of Effective Meta-Features
We revisit 26 meta-features typically used in the context of meta-learning for model selection. Using visual analysis and computational complexity considerations, we find 4 meta-f...
Jun Won Lee, Christophe G. Giraud-Carrier
136
Voted
AAAI
2000
15 years 5 months ago
Predicting and Adapting to Poor Speech Recognition in a Spoken Dialogue System
Spoken dialogue system performance can vary widely for different users, as well for the same user during different dialogues. This paper presents the design and evaluation of an a...
Diane J. Litman, Shimei Pan
106
Voted
ECIS
2000
15 years 5 months ago
Prediction of Insolvency of Life Insurers Through Neural Networks
Past research studies have documented the failure of the Insurance Regulatory Information System (IRIS) to provide adequate warning of insurer financial distress or insolvency. As ...
Ernest P. Goss, George S. Vozikis
136
Voted
COLING
1996
15 years 5 months ago
Top-Down Predictive Linking and Complex-Feature-Based Formalisms
Automatic compilation of the linking relation employed in certain parsing algorithms for context-free languages is examined. Special problems arise in the extension of these algor...
James Kilbury