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» Bounds on marginal probability distributions
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JMLR
2010
179views more  JMLR 2010»
13 years 2 months ago
PAC-Bayesian Analysis of Co-clustering and Beyond
We derive PAC-Bayesian generalization bounds for supervised and unsupervised learning models based on clustering, such as co-clustering, matrix tri-factorization, graphical models...
Yevgeny Seldin, Naftali Tishby
ICDE
2007
IEEE
109views Database» more  ICDE 2007»
14 years 9 months ago
Evaluating Proximity Relations Under Uncertainty
For location-based services it is often essential to efficiently process proximity relations among mobile objects, such as to establish whether a group of friends or family member...
Zhengdao Xu, Hans-Arno Jacobsen
GLOBECOM
2008
IEEE
14 years 2 months ago
Non-Coherent Amplify-and-Forward Generalized Likelihood Ratio Test Receiver
Abstract—This paper proposes a simple non-coherent amplifyand-forward receiver for the relay channel and evaluates its diversity performance for Rayleigh fading channels. We use ...
Michael R. Souryal
WCNC
2008
IEEE
14 years 2 months ago
Interference in a Cognitive Network with Beacon
—We study a cognitive network consisting of multiple cognitive users communicating in the presence of a single primary user. The primary user is located at the center of the netw...
Mai Vu, Saeed S. Ghassemzadeh, Vahid Tarokh
CN
2007
116views more  CN 2007»
13 years 8 months ago
Joint call and packet QoS in cellular packet networks
This paper proposes a novel call admission control scheme capable of providing a combination of call and packet level quality of service requirements in cellular packet networks. ...
Majid Ghaderi, Raouf Boutaba, Gary W. Kenward