143 citations · 1.1k across the 106 of their papers we have counts for
3 papers · 1 filter
Efficient algorithms for robust recovery of images from compressed data
Duc Son Pham, Svetha Venkatesh
Compressed sensing (CS) is an important theory for sub-Nyquist sampling and recovery of compressible data. Recently, it has been extended by Pham and Venkatesh to cope with the cas…
A Slice Sampler for Restricted Hierarchical Beta Process with Applications to Shared Subspace Learning
Sunil Kumar Gupta, Dinh Q. Phung, Svetha Venkatesh
Hierarchical beta process has found interesting applications in recent years. In this paper we present a modified hierarchical beta process prior with applications to hierarchical…
Ordinal Boltzmann Machines for Collaborative Filtering
Tran The Truyen, Dinh Q. Phung, Svetha Venkatesh
Collaborative filtering is an effective recommendation technique wherein the preference of an individual can potentially be predicted based on preferences of other members. Early a…