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141
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JMLR
2006
190views more  JMLR 2006»
15 years 2 months ago
Causal Graph Based Decomposition of Factored MDPs
We present Variable Influence Structure Analysis, or VISA, an algorithm that performs hierarchical decomposition of factored Markov decision processes. VISA uses a dynamic Bayesia...
Anders Jonsson, Andrew G. Barto
IMA
2001
Springer
80views Cryptology» more  IMA 2001»
15 years 7 months ago
Spectrally Bounded Sequences, Codes, and States: Graph Constructions and Entanglement
A recursive construction is provided for sequence sets which possess good Hamming Distance and low Peak-to-Average Power Ratio (PAR) under any Local Unitary Unimodular Transform. W...
Matthew G. Parker
116
Voted
PKDD
2009
Springer
155views Data Mining» more  PKDD 2009»
15 years 9 months ago
Dynamic Factor Graphs for Time Series Modeling
Abstract. This article presents a method for training Dynamic Factor Graphs (DFG) with continuous latent state variables. A DFG includes factors modeling joint probabilities betwee...
Piotr W. Mirowski, Yann LeCun
92
Voted
DAC
1993
ACM
15 years 6 months ago
Spectral Transforms for Large Boolean Functions with Applications to Technology Mapping
The Walsh transform has numerous applications in computer-aided design, but the usefulness of these techniques in practice has been limited by the size of the boolean functions th...
Edmund M. Clarke, Kenneth L. McMillan, Xudong Zhao...
112
Voted
FASE
2007
Springer
15 years 8 months ago
Information Preserving Bidirectional Model Transformations
Abstract. Within model-driven software development, model transformation has become a key activity. It refers to a variety of operations modifying a model for various purposes such...
Hartmut Ehrig, Karsten Ehrig, Claudia Ermel, Frank...