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ICML
2006
IEEE
14 years 11 months ago
Accelerated training of conditional random fields with stochastic gradient methods
We apply Stochastic Meta-Descent (SMD), a stochastic gradient optimization method with gain vector adaptation, to the training of Conditional Random Fields (CRFs). On several larg...
S. V. N. Vishwanathan, Nicol N. Schraudolph, Mark ...
JSC
2002
61views more  JSC 2002»
13 years 10 months ago
Subquadratic Computation of Vector Generating Polynomials and Improvement of the Block Wiedemann Algorithm
This paper describes a new algorithm for computing linear generators (vector generating polynomials) for matrix sequences, running in subquadratic time. This algorithm applies in ...
Emmanuel Thomé
TIP
2010
87views more  TIP 2010»
13 years 8 months ago
A Nonconservative Flow Field for Robust Variational Image Segmentation
—We introduce a robust image segmentation method based on a variational formulation using edge flow vectors. We demonstrate the nonconservative nature of this flow field, a fe...
Pratim Ghosh, Luca Bertelli, Baris Sumengen, B. S....
AISC
2006
Springer
14 years 1 months ago
Operator Calculus Approach to Solving Analytic Systems
Solving analytic systems using inversion can be implemented in a variety of ways. One method is to use Lagrange inversion and variations. Here we present a different approach, base...
Philip Feinsilver, René Schott
SIAMADS
2010
82views more  SIAMADS 2010»
13 years 5 months ago
Homoclinic Orbits of the FitzHugh-Nagumo Equation: Bifurcations in the Full System
Abstract. This paper investigates travelling wave solutions of the FitzHugh
John Guckenheimer, Christian Kuehn