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» Grounding with Bounds
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JNS
2010
107views more  JNS 2010»
13 years 3 days ago
Ground States and Critical Points for Aubry-Mather Theory in Statistical Mechanics
We consider statistical mechanics systems defined on a set with some symmetry properties (namely, the set admits an action by a group, which is finitely generated and residually fi...
Rafael de La Llave, Enrico Valdinoci
ICML
2003
IEEE
14 years 6 months ago
The Use of the Ambiguity Decomposition in Neural Network Ensemble Learning Methods
We analyze the formal grounding behind Negative Correlation (NC) Learning, an ensemble learning technique developed in the evolutionary computation literature. We show that by rem...
Gavin Brown, Jeremy L. Wyatt
STTT
2008
88views more  STTT 2008»
13 years 5 months ago
PHAVer: algorithmic verification of hybrid systems past HyTech
In 1995, HyTech broke new ground as a potentially powerful tool for verifying hybrid systems
Goran Frehse
CSFW
2007
IEEE
13 years 11 months ago
Approximated Computationally Bounded Simulation Relations for Probabilistic Automata
We study simulation relations for Probabilistic Automata that require transitions to be matched up to negligible sets provided that computation lengths are polynomially bounded. T...
Roberto Segala, Andrea Turrini
TIP
2011
106views more  TIP 2011»
13 years 8 days ago
Practical Bounds on Image Denoising: From Estimation to Information
—Recently, in a previous work, we proposed a way to bound how well any given image can be denoised. The bound was computed directly from the noise-free image that was assumed to ...
Priyam Chatterjee, Peyman Milanfar