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» Proving Conditional Termination
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UAI
2004
13 years 10 months ago
Exponential Families for Conditional Random Fields
In this paper we define conditional random fields in reproducing kernel Hilbert spaces and show connections to Gaussian Process classification. More specifically, we prove decompo...
Yasemin Altun, Alexander J. Smola, Thomas Hofmann
WCE
2007
13 years 10 months ago
No Classic Boundary Conditions
–We consider the boundary value problem:    x(m) (t) = f(t, x(t)), a ≤ t ≤ b, m > 1 x(a) = β0 ∆x(k) ≡ x(k) (b) − x(k) (a) = βk+1, k = 0, ..., m − 2 wher...
Francesco A. Costabile, Annarosa Serpe, Antonio Br...
TNN
1998
99views more  TNN 1998»
13 years 8 months ago
Comments on local minima free conditions in multilayer perceptrons
—In this letter we point out that multilayer neural networks (MLP’s) with either sigmoidal units or radial basis functions can be given a canonical form with positive interunit...
Marco Gori, Ah Chung Tsoi
APAL
2005
82views more  APAL 2005»
13 years 8 months ago
A descending chain condition for groups definable in o-minimal structures
We prove that if G is a group definable in a saturated o-minimal structure, then G has no infinite descending chain of type-definable subgroups of bounded index. Equivalently, G h...
Alessandro Berarducci, Margarita Otero, Ya'acov Pe...
JOLLI
2010
92views more  JOLLI 2010»
13 years 7 months ago
A Theory of Hierarchical Consequence and Conditionals
We introduce A-ranked preferential structures and combine them with an accessibility relation. A-ranked preferential structures are intermediate between simple preferential struct...
Dov M. Gabbay, Karl Schlechta