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AAAI
2012
13 years 6 months ago
A Search Algorithm for Latent Variable Models with Unbounded Domains
This paper concerns learning and prediction with probabilistic models where the domain sizes of latent variables have no a priori upper-bound. Current approaches represent prior d...
Michael Chiang, David Poole
TCS
2011
14 years 11 months ago
Smart PAC-learners
The PAC-learning model is distribution-independent in the sense that the learner must reach a learning goal with a limited number of labeled random examples without any prior know...
Malte Darnstädt, Hans-Ulrich Simon
109
Voted
ECOOP
2001
Springer
15 years 8 months ago
Feature Interactions Outside a Telecom Domain
Feature interactions in the original sense of the term (i.e. within a telecommunications domain), have now been the subject of significant research activity for over ten years. Thi...
Lynne Blair, Gordon S. Blair, Jianxiong Pang, Chri...
CIS
2007
Springer
15 years 5 months ago
Security Assurance for Dynamic Role Mapping in a Multi-Domain Environment
Multi-domain application environments where distributed domains interoperate with each other are becoming a reality in Internet-based enterprise applications. The secure interoper...
Cuihua Zuo, Ruixuan Li, Hongmu Han, Zhengding Lu
122
Voted
IJCAI
1989
15 years 5 months ago
Learning Novel Domains Through Curiosity and Conjecture
This paper describes DIDO, a system we have developed to carry out exploratory learning of unfamiliar domains without assistance from an external teacher. The program incorporates...
Paul D. Scott, Shaul Markovitch