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19982026
most citedOptimal Solutions for Sparse Principal Component Analysis

260 citations

Showing 2016Show all

14 papers · 1 filter

math.OC2016

Minimal Partitions for p-norms of Eigenvalues

Virginie Bonnaillie-Noel, Beniamin Bogosel

In this article we are interested in studying partitions of the square, the disk and the equilateral triangle which minimize a p-norm of eigenvalues of the Dirichlet-Laplace operat…

cond-mat.dis-nn2016★ 9 cited

Specific-heat exponent and modified hyperscaling in the 4D random-field Ising model

N. G. Fytas, V. Martin-Mayor, M. Picco +1

We report a high-precision numerical estimation of the critical exponent of the specific heat of the random-field Ising model in four dimensions. Our result indica…

q-bio.NC2016

Bayesian Modeling of Motion Perception using Dynamical Stochastic Textures

Jonathan Vacher, Andrew Isaac Meso, Laurent U. Perrinet +1

A common practice to account for psychophysical biases in vision is to frame them as consequences of a dynamic process relying on optimal inference with respect to a generative mod…

cs.CE2016★ 9 cited

Inverse Problems with Invariant Multiscale Statistics

Ivan Dokmanić, Joan Bruna, Stéphane Mallat +1

We propose a new approach to linear ill-posed inverse problems. Our algorithm alternates between enforcing two constraints: the measurements and the statistical correlation structu…

cs.DS2016

Streaming k-mismatch with error correcting and applications

Jakub Radoszewski, Tatiana Starikovskaya

We present a new streaming algorithm for the -Mismatch problem, one of the most basic problems in pattern matching. Given a pattern and a text, the task is to find all substring…

cs.CV2016★ 1 cited

Pairwise Quantization

Artem Babenko, Relja Arandjelović, Victor Lempitsky

We consider the task of lossy compression of high-dimensional vectors through quantization. We propose the approach that learns quantization parameters by minimizing the distortion…