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CORR
2010
Springer
114views Education» more  CORR 2010»
13 years 10 months ago
Settling the Polynomial Learnability of Mixtures of Gaussians
Given data drawn from a mixture of multivariate Gaussians, a basic problem is to accurately estimate the mixture parameters. We give an algorithm for this problem that has running ...
Ankur Moitra, Gregory Valiant
CDC
2008
IEEE
145views Control Systems» more  CDC 2008»
14 years 4 months ago
Parameter estimation with expected and residual-at-risk criteria
In this paper we study a class of uncertain linear estimation problems in which the data are affected by random uncertainty. In this setting, we consider two estimation criteria,...
Giuseppe Carlo Calafiore, Ufuk Topcu, Laurent El G...
MA
2010
Springer
132views Communications» more  MA 2010»
13 years 8 months ago
Model selection by sequentially normalized least squares
Model selection by the predictive least squares (PLS) principle has been thoroughly studied in the context of regression model selection and autoregressive (AR) model order estima...
Jorma Rissanen, Teemu Roos, Petri Myllymäki
DEBS
2008
ACM
14 years 3 days ago
Event dissemination via group-aware stream filtering
We consider a distributed system that disseminates highvolume event streams to many simultaneous monitoring applications over a low-bandwidth network. For bandwidth efficiency, we...
Ming Li, David Kotz
DAC
2009
ACM
14 years 2 months ago
NUDA: a non-uniform debugging architecture and non-intrusive race detection for many-core
Traditional debug methodologies are limited in their ability to provide debugging support for many-core parallel programming. Synchronization problems or bugs due to race conditio...
Chi-Neng Wen, Shu-Hsuan Chou, Tien-Fu Chen, Alan P...