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ML
2010
ACM
163views Machine Learning» more  ML 2010»
13 years 7 days ago
Classification with guaranteed probability of error
We introduce a general-purpose learning machine that we call the Guaranteed Error Machine, or GEM, and two learning algorithms, a real GEM algorithm and an ideal GEM algorithm. Th...
Marco C. Campi
TSP
2010
13 years 5 days ago
Variance-component based sparse signal reconstruction and model selection
We propose a variance-component probabilistic model for sparse signal reconstruction and model selection. The measurements follow an underdetermined linear model, where the unknown...
Kun Qiu, Aleksandar Dogandzic
JOCN
2011
115views more  JOCN 2011»
12 years 8 months ago
Differential Involvement of Somatosensory and Interoceptive Cortices during the Observation of Affective Touch
■ Previous studies suggested that the observation of other individualsʼ somatosensory experiences also activates brain circuits processing oneʼs own somatosensory experiences....
Sjoerd J. H. Ebisch, Francesca Ferri, Anatolia Sal...
IACR
2011
89views more  IACR 2011»
12 years 5 months ago
Identity-Based Decryption
Identity-based decryption is an alternative to identity-based encryption, in which Alice encrypts a symmetric key for Bob under a trusted authority’s public key. Alice sends Bob...
Daniel R. L. Brown
TOG
2012
230views Communications» more  TOG 2012»
11 years 8 months ago
Decoupling algorithms from schedules for easy optimization of image processing pipelines
Using existing programming tools, writing high-performance image processing code requires sacrificing readability, portability, and modularity. We argue that this is a consequenc...
Jonathan Ragan-Kelley, Andrew Adams, Sylvain Paris...