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NIPS
2000
15 years 8 months ago
Explaining Away in Weight Space
Explaining away has mostly been considered in terms of inference of states in belief networks. We show how it can also arise in a Bayesian context in inference about the weights g...
Peter Dayan, Sham Kakade
NIPS
2000
15 years 8 months ago
An Information Maximization Approach to Overcomplete and Recurrent Representations
The principle of maximizing mutual information is applied to learning overcomplete and recurrent representations. The underlying model consists of a network of input units driving...
Oren Shriki, Haim Sompolinsky, Daniel D. Lee
IJCAI
1997
15 years 8 months ago
Towards a Complete Classification of Tractability in Allen's Algebra
We characterise the set of subalgebras of Allen's algebra which have a tractable satisfiability problem, and in addition contain certain basic relations. The conclusion is th...
Thomas Drakengren, Peter Jonsson
IJCAI
1997
15 years 8 months ago
Local Consistency for Ternary Numeric Constraints
We consider algorithms of the Waltz type for computing local consistency (also called arcconsistency) for constraints over numeric domains. Many commonlyused propagationrules do n...
Boi Faltings, Esther Gelle
IJCAI
1997
15 years 8 months ago
Task Ontology Makes It Easier To Use Authoring Tools
The main purpose of this paper is to illustrate the characteristics of ontology-based authoring tools for Computer Based Training (CBT) systems. It has two major advantages as fol...
Mitsuru Ikeda, Kazuhisa Seta, Riichiro Mizoguchi