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» Probabilistic Predicative Programming
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157
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ESOP
2011
Springer
14 years 6 months ago
Measure Transformer Semantics for Bayesian Machine Learning
Abstract. The Bayesian approach to machine learning amounts to inferring posterior distributions of random variables from a probabilistic model of how the variables are related (th...
Johannes Borgström, Andrew D. Gordon, Michael...
85
Voted
UM
2007
Springer
15 years 8 months ago
Mobile Opportunistic Planning: Methods and Models
Abstract. We present a study exploring the promise of developing computational systems to support the discovery and execution of opportunistic activities in mobile settings. We int...
Eric Horvitz, Paul Koch, Muru Subramani
111
Voted
CP
2005
Springer
15 years 8 months ago
Uncertainty in Soft Constraint Problems
Preferences and uncertainty occur in many real-life problems. The theory of possibility is one way of dealing with uncertainty, which allows for easy integration with fuzzy prefer...
Maria Silvia Pini, Francesca Rossi
ICALP
2005
Springer
15 years 8 months ago
Noisy Turing Machines
Abstract. Turing machines exposed to a small stochastic noise are considered. An exact characterisation of their (≈ Π0 2 ) computational power (as noise level tends to 0) is obt...
Eugene Asarin, Pieter Collins
208
Voted
MOZ
2004
Springer
15 years 8 months ago
Playing the Minesweeper with Constraints
We present the design and implementation of a Minesweeper game, augmented with a digital assistant. The assistant uses contraint programming techniques to help the player, and is a...
Raphaël Collet