38 citations · 49 across the 10 of their papers we have counts for
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cs.IT2005
Joint fixed-rate universal lossy coding and identification of continuous-alphabet memoryless sources
Maxim Raginsky
The problem of joint universal source coding and identification is considered in the setting of fixed-rate lossy coding of continuous-alphabet memoryless sources. For a wide class…
cs.IT2005
A complexity-regularized quantization approach to nonlinear dimensionality reduction
Maxim Raginsky
We consider the problem of nonlinear dimensionality reduction: given a training set of high-dimensional data whose ``intrinsic'' low dimension is assumed known, find a feature extr…