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» Estimation of Topological Dimension
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102
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ESANN
2001
15 years 2 months ago
Penalized least squares, model selection, convex hull classes and neural nets
We develop improved risk bounds for function estimation with models such as single hidden layer neural nets, using a penalized least squares criterion to select the size of the mod...
Gerald H. L. Cheang, Andrew R. Barron
76
Voted
CORR
2010
Springer
59views Education» more  CORR 2010»
15 years 26 days ago
Improved analysis of the subsampled randomized Hadamard transform
This paper presents an improved analysis of a structured dimension-reduction map called the subsampled randomized Hadamard transform. This argument demonstrates that the map preser...
Joel A. Tropp
118
Voted
JGO
2008
328views more  JGO 2008»
15 years 22 days ago
Singularities of minima: a walk on the wild side of the Calculus of Variations
Abstract I will report on some recent developments concerning the problem of estimating the Hausdorff dimension of the singular sets of solutions to elliptic and variational proble...
Giuseppe Mingione
83
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CCS
2010
ACM
15 years 29 days ago
Secure latency estimation with treeple
A network latency estimation scheme associates a "position" to every peer in a distributed network such that the latency between any two nodes can be accurately estimate...
Eric Chan-Tin, Nicholas Hopper
INFOCOM
1999
IEEE
15 years 5 months ago
Multicast-Based Inference of Network-Internal Characteristics: Accuracy of Packet Loss Estimation
Abstract--We explore the use of end-to-end multicast traffic as measurement probes to infer network-internal characteristics. We have developed in an earlier paper [2] a Maximum Li...
Ramón Cáceres, Nick G. Duffield, Jos...