Max Pfeffer
Max-Planck-Institut für Mathematik in den Naturwissenschaften
Inselstr. 22
04103 Leipzig
Germany

Office: F3 04

Contact:
   Email

   Phone:
+49 341 9959 756

   Fax:
+49 341 9959 658

Max Pfeffer

Research interests

  • Matrix factorizations
  • Riemannian optimization
  • Cancer classification
  • Tensor product approximation
  • Numerics in Quantum Chemistry
  • Parametric PDEs

Collaborations

TU München
Felix Krahmer
Tim Fuchs

TU Berlin
Reinhold Schneider

WIAS Berlin
Martin Eigel
Manuel Marshall

FU Berlin
Jens Eisert

KFKI Budapest
Örs Legeza

Curriculum vitae

Oct. 2017 - Current Research Assistant
at Max-Planck-Institute for Mathematics in the Sciences, Leipzig, Germany
Feb. 2014 - Oct. 2017 PhD Student
with Prof. Schneider, Technische Universität Berlin, Germany
Oct. 2011 - Jan. 2014 Master Student
at Technische Universität Berlin, Germany
Oct. 2008 - June 2009 Erasmus Exchange
at Trinity College Dublin, Ireland
Oct. 2007 - Sep. 2011 Bachelor Student
at Technische Universität Berlin, Germany

Past Workshops:

September 2, 2019: Data Day
March 28 - 29, 2019: Tensormeeting

Publications

Journal Articles

Pfeffer, Max ; Seigal, Anna and Sturmfels, Bernd: Learning paths from signature tensors
In: SIAM journal on matrix analysis and applications, 40 (2019) 2, p. 394-416
Bibtex MIS-Preprint: 78/2018 DOI: 10.1137/18M1212331 ARXIV: https://arxiv.org/abs/1809.01588
Green Open Access

Pfeffer, Max ; Uschmajew, André ; Amaro, Adriana and Pfeffer, Ulrich: Data fusion techniques for the integration of multi-domain genomic data from uveal melanoma
In: Cancers, 11 (2019) 10, 1434
Bibtex MIS-Preprint: 42/2019 DOI: 10.3390/cancers11101434
Gold Open Access

Eigel, Martin ; Pfeffer, Max and Schneider, Reinhold: Adaptive stochastic Galerkin FEM with hierarchical tensor representations
Green Open Access

Szalay, Szilárd ; Pfeffer, Max ; Murg, Valentin ; Barcza, Gergely ; Verstraete, Frank ; Schneider, Reinhold and Legeza, Örs: Tensor product methods and entanglement optimization for ab initio quantum chemistry
In: International journal of quantum chemistry, 115 (2015) 19, p. 1342-1391
Bibtex DOI: 10.1002/qua.24898 ARXIV: https://arxiv.org/abs/1412.5829
Green Open Access

Preprints

Eigel, Martin ; Marschall, Manuel ; Pfeffer, Max and Schneider, Reinhold: Adaptive stochastic Galerkin FEM for lognormal coefficients in hierarchical tensor representations
Green Open Access

Academic Theses

Pfeffer, Max: Tensor methods for the numerical solution of high-dimensional parametric partial differential equations
Dissertation, Technische Universität Berlin, 2018
Bibtex DOI: 10.14279/depositonce-7325
Green Open Access

Pfeffer, Max: Aspects of second-order optimization on fixed rank tensor manifolds
Masterarbeit, Technische Universität Berlin, 2015
Bibtex

Pfeffer, Max: Dynamical low rank approximation in novel TT format
Bachelorarbeit, Technische Universität Berlin, 2011
Bibtex
18.11.2019, 05:46