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» Hybrid Probabilistic Programs
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86
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IPPS
2008
IEEE
15 years 7 months ago
A transparent non-invasive file data model for algorithmic skeletons
A file data model for algorithmic skeletons is proposed, focusing on transparency and efficiency. Algorithmic skeletons correspond to a high-level programming model that takes a...
Denis Caromel, Mario Leyton
CP
2000
Springer
15 years 5 months ago
A Constraint-Based Framework for Prototyping Distributed Virtual Applications
Abstract. This paper describes the architecture and implementation of a constraint-based framework for rapid prototyping of distributed applications such as virtual simulations, co...
Vineet Gupta, Lalita Jategaonkar Jagadeesan, Radha...
136
Voted
AIPS
2006
15 years 2 months ago
Solving Factored MDPs with Exponential-Family Transition Models
Markov decision processes (MDPs) with discrete and continuous state and action components can be solved efficiently by hybrid approximate linear programming (HALP). The main idea ...
Branislav Kveton, Milos Hauskrecht
95
Voted
ICCSA
2004
Springer
15 years 6 months ago
Network Probabilistic Connectivity: Exact Calculation with Use of Chains
The algorithmic techniques which allow high efficiency in the precise calculation of the reliability of an undirected graph with absolutely reliable nodes and unreliable edges are ...
Olga K. Rodionova, Alexey S. Rodionov, Hyunseung C...
112
Voted
ISMB
2000
15 years 2 months ago
A Probabilistic Learning Approach to Whole-Genome Operon Prediction
We present a computational approach to predicting operons in the genomes of prokaryotic organisms. Our approach uses machine learning methods to induce predictive models for this ...
Mark Craven, David Page, Jude W. Shavlik, Joseph B...