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» Estimation of the Rate-Distortion Function
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ICML
2003
IEEE
16 years 5 months ago
Bayes Meets Bellman: The Gaussian Process Approach to Temporal Difference Learning
We present a novel Bayesian approach to the problem of value function estimation in continuous state spaces. We define a probabilistic generative model for the value function by i...
Yaakov Engel, Shie Mannor, Ron Meir
COLT
2001
Springer
15 years 9 months ago
Rademacher and Gaussian Complexities: Risk Bounds and Structural Results
We investigate the use of certain data-dependent estimates of the complexity of a function class, called Rademacher and Gaussian complexities. In a decision theoretic setting, we ...
Peter L. Bartlett, Shahar Mendelson
DATE
2000
IEEE
78views Hardware» more  DATE 2000»
15 years 9 months ago
HW/SW Codesign of an Engine Management System
The design process for an engine management system is presented. The functional specification of the system has been captured using C and C++ as specification languages. The val...
Massimo Baleani, Alberto Ferrari, Alberto L. Sangi...
ANOR
2010
75views more  ANOR 2010»
15 years 5 months ago
A new methodology for studying the equity premium
This paper provides a new framework for the derivation and estimation of consumption and the equity premium functions. The novelty in our approach is that it does not require the ...
Elie Appelbaum, Parantap Basu
154
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MICCAI
2010
Springer
15 years 2 months ago
Tract-Based Probability Densities of Diffusivity Measures in DT-MRI
We evaluate probability density functions of diffusivity measures in DTI fiber tracts as biomarkers. For this, we estimate univariate and bivariate densities, such as joint probabi...
Çagatay Demiralp, David H. Laidlaw