Theses of students

Theses of students at EPFL

PhD theses

  1. Ana Susnjara.
  2. Petar Sirkovic. Low-rank methods for parameter-dependent eigenvalue problems and matrix equations. September 2016
  3. Michael Steinlechner. Riemannian optimiziation for solving high-dimensional problems with low-rank tensor structure. April 2016
  4. Meiyue Shao.  Dense and Structured Matrix Computations—the Parallel QR Algorithm and Matrix Exponentials. December 2013
  5. Cedric Effenberger. Robust solution methods for nonlinear eigenvalue problems. August 2013

Master theses

  1. Cecilia Manzoni. Linear algebra aspects of signal processing on graphs. July 2017
  2. Francesco Nobili. Nonsmooth Riemannian optimization for matrix completion and eigenvalue problems. July 2017
  3. Davide Pradovera. Randomized low-rank approximation of matrices and tensors. July 2017
  4. Francesco Mazzurco. Accelerating mirror methods for large-scale eigenvalue optimization problems. July 2016
  5. Marine Froidevaux. A structure preserving trimmed linearization for quadratic eigenvalue problems. January 2016
  6. Antoine Gautier. Methods for computing the continuous Cheeger cut. January 2013

Term papers

  1. Stéphanie Luyet. Riemannian Optimization for Tensor Equations. June 2013
  2. Sabrina Bravo. LLL algorithm and its applications. January 2013
  3. Julien Hess. Eigenvalue Optimization for Solving the Max-Cut Problem. January 2013
  4. Stéphanie Luyet. Riemannian Optimization on Low-Rank Matrix Manifolds. January 2013
  5. Antoine Gautier. An inverse power method for spectral clustering based on the graph 1-Laplacian. May 2012

Theses of students at ETH Zurich

PhD theses

  1. Christine Tobler. Low-rank tensor methods for linear systems and eigenvalue problems. 2012

Master theses

  1. Manuel Nescher. Low-rank methods for the solution of a multi-dimensional nonlinear Schrödinger equation. July 2012
  2. Alejandro Ojeda Gonzalez. Transfer matrix computation in ECG simulations using BEM. October 2010
  3. Daniel Vetter. Improved Lanczos bidiagonalization techniques for computing truncated SVDs. March 2009
  4. Michael Stadelmann. Matrixfunktionen – Analyse und Implementierung. February 2009
  5. Christine Tobler. Krylov subspace methods for large linear systems with tensor product structure. September 2008

Bachelor theses

  1. Alexandros Gekendis. Multi-path compensation in 3D cameras. February 2011
  2. Patrik Lengacher. Detecting doctored images via DCT coefficient analysis. June 2010
  3. Michael Steinlechner. A boundary element method for solving PDE eigenvalue problems. June 2010

Internships

  1. Marie Michenkova. Numerical algorithms for low-rank matrix completion problems. May 2011

Term papers

  1. Mischa Obrecht. Numerical algorithms for high-dimensional eigenvalue problems. February 2011
  2. Stefan Pauli. A numerical solver for Lyapunov equations based on the matrix sign function iteration in HSS arithmetic. June 2010
  3. Alejandro Ojeda Gonzalez. Infinite cable simulation for at most two current injections. January 2010
  4. Christine Bolliger. Linear scaling electronic structure methods. July 2008