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UAI
2004
15 years 7 months ago
The Minimum Information Principle for Discriminative Learning
Exponential models of distributions are widely used in machine learning for classification and modelling. It is well known that they can be interpreted as maximum entropy models u...
Amir Globerson, Naftali Tishby
DBSEC
2007
106views Database» more  DBSEC 2007»
15 years 7 months ago
Enforcing Honesty in Assured Information Sharing Within a Distributed System
The growing number of distributed information systems such as the internet has created a need for security in data sharing. When several autonomous parties attempt to share data, t...
Ryan Layfield, Murat Kantarcioglu, Bhavani M. Thur...
IJCAI
2003
15 years 7 months ago
Intelligent Multimedia Indexing and Retrieval through Multi-source Information Extraction and Merging
This paper reports work on automated meta-data creation for multimedia content. The approach results in the generation of a conceptual index of the content which may then be searc...
Jan Kuper, Horacio Saggion, Hamish Cunningham, Thi...
WIAS
2010
109views more  WIAS 2010»
15 years 1 months ago
Model identification in interactive influence diagrams using mutual information
Modeling the perceived behaviors of other agents improves the performance of an agent in multiagent interactions. We utilize the language of interactive influence diagrams to mode...
Yifeng Zeng, Prashant Doshi
ATVA
2007
Springer
111views Hardware» more  ATVA 2007»
16 years 16 days ago
Timed Control with Observation Based and Stuttering Invariant Strategies
In this paper we consider the problem of controller synthesis for timed games under imperfect information. Novel to our approach is the requirements to strategies: they should be b...
Franck Cassez, Alexandre David, Kim Guldstrand Lar...