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AAAI
2000
15 years 8 months ago
Semantics and Inference for Recursive Probability Models
In recent years, there have been several proposals that extend the expressive power of Bayesian networks with that of relational models. These languages open the possibility for t...
Avi Pfeffer, Daphne Koller
PDSE
1998
103views more  PDSE 1998»
15 years 8 months ago
Towards a Framework for Testing Distributed Multimedia Software Systems
With the advancement in network speed and computing power; distributed multimedia applications are becoming populal: However;generalprinciples of system testing cannot be directly...
Jelena V. Misic, Samuel T. Chanson, Shing-Chi Cheu...
NIPS
1990
15 years 8 months ago
Planning with an Adaptive World Model
We present a new connectionist planning method TML90 . By interaction with an unknown environment, a world model is progressively constructed using gradient descent. For deriving ...
Sebastian Thrun, Knut Möller, Alexander Linde...
DAGSTUHL
2009
15 years 8 months ago
Statistical Mechanics of On-line Learning
We introduce and discuss the application of statistical physics concepts in the context of on-line machine learning processes. The consideration of typical properties of very large...
Michael Biehl, Nestor Caticha, Peter Riegler
ICML
2010
IEEE
15 years 8 months ago
Interactive Submodular Set Cover
We introduce a natural generalization of submodular set cover and exact active learning with a finite hypothesis class (query learning). We call this new problem interactive submo...
Andrew Guillory, Jeff Bilmes
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