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- S.N. Bose National Centre for Basic SciencesIN60 papers
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Showing 2011 · stat.MEShow all
3 papers · 2 filters
stat.ME2011★ 1 cited
A New Algorithm for Exploratory Projection Pursuit
Mohit Dayal
In this paper, we propose a new algorithm for exploratory projection pursuit. The basis of the algorithm is the insight that previous approaches used fairly narrow definitions of i…
stat.ME2011
Bayesian Inference in Nonparametric Dynamic State-Space Models
Anurag Ghosh, Soumalya Mukhopadhyay, Sandipan Roy +1
We introduce state-space models where the functionals of the observational and the evolutionary equations are unknown, and treated as random functions evolving with time. Thus, our…
stat.ME2011★ 2 cited
Density Estimation and Classification via Bayesian Nonparametric Learning of Affine Subspaces
Abhishek Bhattacharya, Garritt Page, David Dunson
It is now practically the norm for data to be very high dimensional in areas such as genetics, machine vision, image analysis and many others. When analyzing such data, parametric…