publications

2024

  1. TMLR
    Neural incomplete factorization: learning preconditioners for the conjugate gradient method
    Paul HäusnerOzan Öktem, and Jens Sjölund
    Transactions on Machine Learning Research, Sep 2024
  2. arxiv Preprint
    Learning incomplete factorization preconditioners for GMRES
    Paul Häusner, Aleix Nieto Juscafresa, and Jens Sjölund
    arXiv preprint arXiv:2409.08262, Sep 2024

2023

  1. TAG-ML Workshop Challenge
    ICML 2023 Topological Deep Learning Challenge: Design and Results
    Mathilde Papillon, Mustafa Hajij, Florian Frantzen, and 63 more authors
    In Proceedings of 2nd Annual Workshop on Topology, Algebra, and Geometry in Machine Learning (TAG-ML), 2023

2022

  1. Thesis
    Explainable Product Configuration for Telecom via Constraint Reasoning
    Paul Häusner
    Master Thesis, Uppsala University, Feb 2022

2019

  1. Thesis
    A comparative evaluation of top-down pruning techniques for Artificial Neural Networks
    Paul Häusner
    Bachelor Thesis, Universität Passau, Apr 2019