Conference Agenda

2:00pm - 2:40pm

Robust one-bit compressed sensing with non-Gaussian measurements

S. Dirksen¹, S. Mendelson²

¹RWTH Aachen, Germany; ²The Australian National University, Canberra, Australia

2:40pm - 3:00pm

Low rank recovery from phaseless inner products with matrix groups

D. Gross¹, I. Roth², R. Kueng³, S. Kimmel⁴, Y.-K. Liu⁵, J. Eisert², M. Kliesch⁶

¹University of Cologne, Germany; ²Free University Berlin, Germany; ³California Institute of Technology, USA; ⁴Middlebury College, USA; ⁵National Institute of Standards and Technology, USA; ⁶University of Duesseldorf, Germany

3:00pm - 3:20pm

Learning the invisible

T. A. Bubba², G. Kutyniok¹, M. Lassas², M. März¹, W. Samek³, S. Siltanen², V. Srinivasan³

¹Technische Universität Berlin, Germany; ²University of Helsinki, Finland; ³Fraunhofer Heinrich Hertz Institute, Germany

3:20pm - 3:40pm

Analysis of the generalization error: empirical risk minimization over deep artificial neural networks overcomes the curse of dimensionality in the numerical approximation of black-scholes partial differential equations

J. Berner¹, P. Grohs¹, A. Jentzen²

¹University of Vienna, Austria; ²ETH Zürich, Switzerland

3:40pm - 4:00pm

A gridless CS approach for channel estimation in hybrid massive MIMO systems

K. Ardah¹, A. L. F. de Almeida², M. Haardt¹

¹Ilmenau University of Technology, Germany; ²Federal University of Ceará, Brazil