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CSDA
2010
111views more  CSDA 2010»
13 years 9 months ago
Mixtures of regressions with predictor-dependent mixing proportions
We extend the standard mixture of linear regressions model by allowing mixing proportions to be modeled nonparametrically as a function of the predictors. This framework allows fo...
D. S. Young, D. R. Hunter
AIPS
2007
13 years 11 months ago
Learning to Plan Using Harmonic Analysis of Diffusion Models
This paper summarizes research on a new emerging framework for learning to plan using the Markov decision process model (MDP). In this paradigm, two approaches to learning to plan...
Sridhar Mahadevan, Sarah Osentoski, Jeffrey Johns,...
ASPDAC
2004
ACM
126views Hardware» more  ASPDAC 2004»
14 years 2 months ago
High-level area and power-up current estimation considering rich cell library
— Reducing the ever-growing leakage power is critical to power efficient designs. Leakage reduction techniques such as power-gating using sleep transistor insertion introduces la...
Fei Li, Lei He, Joseph M. Basile, Rakesh J. Patel,...
ICASSP
2008
IEEE
14 years 3 months ago
Compressive wireless arrays for bearing estimation
Joint processing of sensor array outputs improves the performance of parameter estimation and hypothesis testing problems beyond the sum of the individual sensor processing result...
Volkan Cevher, Ali Cafer Gurbuz, James H. McClella...
TMI
2008
108views more  TMI 2008»
13 years 8 months ago
Estimation and Statistical Bounds for Three-Dimensional Polar Shapes in Diffuse Optical Tomography
Abstract--Voxel-based reconstructions in diffuse optical tomography (DOT) using a quadratic regularization functional tend to produce very smooth images due to the attenuation of h...
Gregory Boverman, Eric L. Miller, Dana H. Brooks, ...