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NIPS
2003
15 years 7 months ago
Design of Experiments via Information Theory
We discuss an idea for collecting data in a relatively efficient manner. Our point of view is Bayesian and information-theoretic: on any given trial, we want to adaptively choose...
Liam Paninski
ACL
2000
15 years 7 months ago
Spoken Dialogue Management Using Probabilistic Reasoning
Spoken dialogue managers have benefited from using stochastic planners such as Markov Decision Processes (MDPs). However, so far, MDPs do not handle well noisy and ambiguous speec...
Nicholas Roy, Joelle Pineau, Sebastian Thrun
WSC
1998
15 years 7 months ago
Simulation Case Studies in the Print/Finish Industry
Process simulation is a powerful analysis tool used in many industries. It allows companies to be proactive in determining what strategies will be successful. For this reason, man...
Tim Curran, D. Michelle Benjamin, Sue Austin
AAAI
1996
15 years 7 months ago
Formalizing Dependency Directed Backtracking and Explanation Based Learning in Refinement Search
The ideas of dependency directed backtracking (DDB) and explanation based learning (EBL) have developed independently in constraint satisfaction, planning and problem solving comm...
Subbarao Kambhampati
ACL
1996
15 years 7 months ago
A New Statistical Parser Based on Bigram Lexical Dependencies
This paper describes a new statistical parser which is based on probabilities of dependencies between head-words in the parse tree. Standard bigram probability estimation techniqu...
Michael Collins