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ATAL
2006
Springer
14 years 3 days ago
Decentralized planning under uncertainty for teams of communicating agents
Decentralized partially observable Markov decision processes (DEC-POMDPs) form a general framework for planning for groups of cooperating agents that inhabit a stochastic and part...
Matthijs T. J. Spaan, Geoffrey J. Gordon, Nikos A....
COMCOM
2006
68views more  COMCOM 2006»
13 years 8 months ago
Estimating the source-destination traffic matrix of a VPN from access-link loads
We address the problem of estimating the source-destination (SD) traffic matrix of a VPN from measurements of aggregated traffic along all access links. We derive two different es...
Shigeo Shioda, Kazuya Ohtani
JMLR
2008
141views more  JMLR 2008»
13 years 8 months ago
A New Algorithm for Estimating the Effective Dimension-Reduction Subspace
The statistical problem of estimating the effective dimension-reduction (EDR) subspace in the multi-index regression model with deterministic design and additive noise is consider...
Arnak S. Dalalyan, Anatoly Juditsky, Vladimir Spok...
AUTOMATICA
2007
97views more  AUTOMATICA 2007»
13 years 8 months ago
State estimation for linear systems with state equality constraints
This paper deals with state estimation problem for linear systems with state equality constraints. Using noisy measurements which are available from the observable system, we cons...
Sangho Ko, Robert R. Bitmead
CORR
2011
Springer
177views Education» more  CORR 2011»
13 years 3 months ago
Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS
Markov Logic Networks (MLNs) have emerged as a powerful framework that combines statistical and logical reasoning; they have been applied to many data intensive problems including...
Feng Niu, Christopher Ré, AnHai Doan, Jude ...