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» On Information Regularization
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115
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CSR
2007
Springer
15 years 11 months ago
Decidability of Parameterized Probabilistic Information Flow
In this paper, we consider the decidability of two problems related to information flow in a system with respect to some property. A flow occurs in a system if the conditional pr...
Danièle Beauquier, Marie Duflot, Yury Lifsh...
DCOSS
2005
Springer
15 years 10 months ago
Using Clustering Information for Sensor Network Localization
Sensor network localization continues to be an important research challenge. The goal of localization is to assign geographic coordinates to each node in the sensor network. Locali...
Haowen Chan, Mark Luk, Adrian Perrig
NIPS
2003
15 years 6 months ago
From Algorithmic to Subjective Randomness
We explore the phenomena of subjective randomness as a case study in understanding how people discover structure embedded in noise. We present a rational account of randomness per...
Thomas L. Griffiths, Joshua B. Tenenbaum
164
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JMLR
2010
134views more  JMLR 2010»
14 years 11 months ago
Inference of Graphical Causal Models: Representing the Meaningful Information of Probability Distributions
This paper studies the feasibility and interpretation of learning the causal structure from observational data with the principles behind the Kolmogorov Minimal Sufficient Statist...
Jan Lemeire, Kris Steenhaut
RIAO
2007
15 years 6 months ago
Evaluating A Personal Information Assistant
Personal Information Assistants that search on user’s behalf aim to fetch relevant documents on a regular basis. We have developed such assistant system and evaluated it using a...
Ioannis Psarras, Joemon M. Jose