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JMLR
2012
12 years 11 months ago
Sample Complexity of Composite Likelihood
We present the first PAC bounds for learning parameters of Conditional Random Fields [12] with general structures over discrete and real-valued variables. Our bounds apply to com...
Joseph K. Bradley, Carlos Guestrin
CMSB
2008
Springer
14 years 10 months ago
Analyzing a Discrete Model of Aplysia Central Pattern Generator
We present a discrete formal model of the central pattern generator (CPG) located in the buccal ganglia of Aplysia that is responsible for mediating the rhythmic movements of its f...
Ashish Tiwari, Carolyn L. Talcott
ICNS
2007
IEEE
15 years 3 months ago
A Theoretical Framework for End-to-End Video Quality Prediction of MPEG-based Sequences
— This paper presents a novel theoretical framework for end-to-end video quality prediction of MPEG-based video sequences. The proposed framework encloses two discrete models: i)...
Harilaos Koumaras, Anastasios Kourtis, Cheng-Han L...