output
19982026
most citedOptimal Solutions for Sparse Principal Component Analysis

260 citations

Showing 2015Show all

14 papers · 1 filter

math.AP2015★ 5 cited

Mathematical analysis of plasmonic resonances for nanoparticles: the full Maxwell equations

Habib Ammari, Matias Ruiz, Sanghyeon Yu +1

In this paper we use the full Maxwell equations for light propagation in order to analyze plasmonic resonances for nanoparticles. We mathematically define the notion of plasmonic r…

math.OC2015★ 153 cited

On the Global Linear Convergence of Frank-Wolfe Optimization Variants

Simon Lacoste-Julien, Martin Jaggi

The Frank-Wolfe (FW) optimization algorithm has lately re-gained popularity thanks in particular to its ability to nicely handle the structured constraints appearing in machine lea…

math.FA2015★ 2 cited

Compact Open Spectral Sets In

Aihua Fan, Shilei Fan, Ruxi Shi

In this article, we prove that a compact open set in the field of -adic numbers is a spectral set if and only if it tiles by translation, and also…

hep-th2015★ 6 cited

Gluing Hexagons at Three Loops

Benjamin Basso, Vasco Goncalves, Shota Komatsu +1

We perform extensive three-loop tests of the hexagon bootstrap approach for structure constants in planar SYM theory. We focus on correlators involving two BPS oper…

cond-mat.mes-hall2015

Massive and massless Dirac fermions in Pb1-xSnxTe topological crystalline insulator probed by magneto-optical absorption

B. A. Assaf, T. Phuphachong, V. V. Volobuev +5

Dirac fermions in condensed matter physics hold great promise for novel fundamental physics, quantum devices and data storage applications. IV-VI semiconductors, in the inverted re…

q-bio.PE2015

Habitat Fluctuations Drive Species Covariation in the Human Microbiota

Charles K. Fisher, Thierry Mora, Aleksandra M. Walczak

Two species with similar resource requirements respond in a characteristic way to variations in their habitat -- their abundances rise and fall in concert. We use this idea to lear…