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CVPR
2007
IEEE
15 years 23 days ago
Discriminative Learning of Dynamical Systems for Motion Tracking
We introduce novel discriminative learning algorithms for dynamical systems. Models such as Conditional Random Fields or Maximum Entropy Markov Models outperform the generative Hi...
Minyoung Kim, Vladimir Pavlovic
DAC
2005
ACM
14 years 11 months ago
A non-parametric approach for dynamic range estimation of nonlinear systems
It has been widely recognized that the dynamic range information of an application can be exploited to reduce the datapath bitwidth of either processors or ASICs, and therefore th...
Bin Wu, Jianwen Zhu, Farid N. Najm
STOC
2007
ACM
132views Algorithms» more  STOC 2007»
14 years 11 months ago
On the convergence of Newton's method for monotone systems of polynomial equations
Monotone systems of polynomial equations (MSPEs) are systems of fixed-point equations X1 = f1(X1, . . . , Xn), . . . , Xn = fn(X1, . . . , Xn) where each fi is a polynomial with p...
Stefan Kiefer, Michael Luttenberger, Javier Esparz...
CSL
2004
Springer
14 years 4 months ago
Parameterized Model Checking of Ring-Based Message Passing Systems
The Parameterized Model Checking Problem (PMCP) is to decide whether a temporal property holds for a uniform family of systems,  ¢¡ , comprised of finite, but arbitrarily many,...
E. Allen Emerson, Vineet Kahlon
DEBS
2009
ACM
14 years 2 months ago
MICS: an efficient content space representation model for publish/subscribe systems
One of the main challenges faced by content-based publish/subscribe systems is handling large amount of dynamic subscriptions and publications in a multidimensional content space....
Hojjat Jafarpour, Sharad Mehrotra, Nalini Venkatas...