output
19942026
most citedMachine learning and deep learning

2.6k citations

Showing 2017Show all

43 papers · 1 filter

stat.ML2017★ 1 cited

An Adaptive Strategy for Active Learning with Smooth Decision Boundary

Andrea Locatelli, Alexandra Carpentier, Samory Kpotufe

We present the first adaptive strategy for active learning in the setting of classification with smooth decision boundary. The problem of adaptivity (to unknown distributional para…

cs.CG2017

Balancing expression dags for more efficient lazy adaptive evaluation

Martin Wilhelm

Arithmetic expression dags are widely applied in robust geometric computing. In this paper we restructure expression dags by balancing consecutive additions or multiplications. We…

math.NA2017

A high order positivity preserving DG method for coagulation-fragmentation equations

Hailiang Liu, Robin Gröpler, Gerald Warnecke

We design, analyze and numerically validate a novel discontinuous Galerkin method for solving the coagulation-fragmentation equations. The DG discretization is applied to the conse…

math.CO2017★ 18 cited

The Geometry of Gaussoids

Tobias Boege, Alessio D'Alì, Thomas Kahle +1

A gaussoid is a combinatorial structure that encodes independence in probability and statistics, just like matroids encode independence in linear algebra. The gaussoid axioms of Ln…

cond-mat.mes-hall2017★ 39 cited

Exploring the Photon-Number Distribution of Bimodal Microlasers

Elisabeth Schlottmann, Martin von Helversen, Heinrich A. M. Leymann +9

A photon-number resolving transition edge sensor (TES) is used to measure the photon-number distribution of two microcavity lasers. The investigated devices are bimodal microlasers…

physics.flu-dyn2017★ 15 cited

Brownian dynamics of elongated particles in a quasi-2D isotropic liquid

Christoph Klopp, Ralf Stannarius, Alexey Eremin

We demonstrate experimentally that the long-range hydrodynamic interactions in an incompressible quasi 2D isotropic fluid result in an anisotropic viscous drag acting on elongated…