JMLR
2012
12 years 3 months ago
2012
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...
CMSB
2008
Springer
14 years 2 months ago
2008
Springer
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...
ICNS
2007
IEEE
14 years 7 months ago
2007
IEEE
— 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)...