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» Uniformity Testing Using Minimal Spanning Tree
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149
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COLT
2010
Springer
15 years 24 days ago
Active Learning on Trees and Graphs
We investigate the problem of active learning on a given tree whose nodes are assigned binary labels in an adversarial way. Inspired by recent results by Guillory and Bilmes, we c...
Nicolò Cesa-Bianchi, Claudio Gentile, Fabio...
130
Voted
CORR
2010
Springer
178views Education» more  CORR 2010»
15 years 5 days ago
Is Light-Tree Structure Optimal for Multicast Routing in Sparse Light Splitting WDM Networks?
To minimize the number of wavelengths required by a multicast session in sparse light splitting Wavelength Division Multiplexing (WDM) networks, a light-hierarchy structure, which ...
Fen Zhou, Miklós Molnár, Bernard Cou...
72
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ICASSP
2011
IEEE
14 years 6 months ago
A new criterion for optimal constrained minimax detection and classification
This paper adresses the problem of anomaly detection and classification by using a noisy measurement vector corrupted by some linear unknown nuisance parameters. An invariant con...
Lionel Fillatre, Igor Nikiforov
139
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JSAC
2007
177views more  JSAC 2007»
15 years 2 months ago
Achieving Shared Protection for Dynamic Multicast Sessions in Survivable Mesh WDM Networks
— The advances in wavelength-division multiplexing (WDM) technology are expected to facilitate bandwidth-intensive multicast applications. A single fiber failure in such a netwo...
Hongbin Luo, Lemin Li, Hongfang Yu, Sheng Wang
125
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UAI
1997
15 years 4 months ago
Nonuniform Dynamic Discretization in Hybrid Networks
We consider probabilistic inference in general hybrid networks, which include continuous and discrete variables in an arbitrary topology. We reexamine the question of variable dis...
Alexander V. Kozlov, Daphne Koller