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Characterizing Inverse Time Dependency in Multi-class Learning
multi-class learning large-scale classification supervised
2012/12/4
The training time of most learning algorithms increases as the size of training data increases. Yet, recent advances in linear binary SVM and LR challenge this commonsense by proposing an inverse depe...
On Control Charts for Monitoring the Variance of a Time Series
control charts CUSUM charts generalized likelihood ratio SPRT Shiryaev-Roberts procedures variance changes time series statistical process control sequential detection
2012/11/22
In this paper we derive control charts for the variance of a Gaussian process using the likelihood ratio approach, the generalized likelihood ratio approach, the sequential probability ratio method an...
Bayesian inference for nonlinear structural time series models
DSGEmodel Multi-modal Partially adapted particle flter State space
2012/11/21
This article discusses a partially adapted particle filter for estimating the likelihood of a nonlinear structural econometric state space models whose state transition density cannot be expressed in ...
Generalized Ostrowski's Inequality on Time Scales
Montgomery's identity Ostrowski's inequality time scales
2010/1/22
In this paper, we generalize Ostrowski's inequality and Montgomery's identity on arbitrary time scales which were given in a recent paper [J. Inequal. Pure. Appl. Math. , 9 (1) (2008), Art. 6] by Boh...