---
_id: '67303'
author:
- first_name: Augustina Chidinma
  full_name: Amakor, Augustina Chidinma
  id: '97916'
  last_name: Amakor
- first_name: Konstantin
  full_name: Sonntag, Konstantin
  id: '56399'
  last_name: Sonntag
  orcid: https://orcid.org/0000-0003-3384-3496
- first_name: Sebastian
  full_name: Peitz, Sebastian
  id: '47427'
  last_name: Peitz
  orcid: 0000-0002-3389-793X
citation:
  ama: 'Amakor AC, Sonntag K, Peitz S. Interactive Pareto navigation for deep multi-task
    learning. In: <i>European Conference on Machine Learning and Principles and Practice
    of Knowledge Discovery in Databases (ECML PKDD)</i>. ; 2026:652-668. doi:<a href="https://doi.org/10.1007/978-3-032-37667-1_37">10.1007/978-3-032-37667-1_37</a>'
  apa: Amakor, A. C., Sonntag, K., &#38; Peitz, S. (2026). Interactive Pareto navigation
    for deep multi-task learning. <i>European Conference on Machine Learning and Principles
    and Practice of Knowledge Discovery in Databases (ECML PKDD)</i>, 652–668. <a
    href="https://doi.org/10.1007/978-3-032-37667-1_37">https://doi.org/10.1007/978-3-032-37667-1_37</a>
  bibtex: '@inproceedings{Amakor_Sonntag_Peitz_2026, title={Interactive Pareto navigation
    for deep multi-task learning}, DOI={<a href="https://doi.org/10.1007/978-3-032-37667-1_37">10.1007/978-3-032-37667-1_37</a>},
    booktitle={European Conference on Machine Learning and Principles and Practice
    of Knowledge Discovery in Databases (ECML PKDD)}, author={Amakor, Augustina Chidinma
    and Sonntag, Konstantin and Peitz, Sebastian}, year={2026}, pages={652–668} }'
  chicago: Amakor, Augustina Chidinma, Konstantin Sonntag, and Sebastian Peitz. “Interactive
    Pareto Navigation for Deep Multi-Task Learning.” In <i>European Conference on
    Machine Learning and Principles and Practice of Knowledge Discovery in Databases
    (ECML PKDD)</i>, 652–68, 2026. <a href="https://doi.org/10.1007/978-3-032-37667-1_37">https://doi.org/10.1007/978-3-032-37667-1_37</a>.
  ieee: 'A. C. Amakor, K. Sonntag, and S. Peitz, “Interactive Pareto navigation for
    deep multi-task learning,” in <i>European Conference on Machine Learning and Principles
    and Practice of Knowledge Discovery in Databases (ECML PKDD)</i>, 2026, pp. 652–668,
    doi: <a href="https://doi.org/10.1007/978-3-032-37667-1_37">10.1007/978-3-032-37667-1_37</a>.'
  mla: Amakor, Augustina Chidinma, et al. “Interactive Pareto Navigation for Deep
    Multi-Task Learning.” <i>European Conference on Machine Learning and Principles
    and Practice of Knowledge Discovery in Databases (ECML PKDD)</i>, 2026, pp. 652–68,
    doi:<a href="https://doi.org/10.1007/978-3-032-37667-1_37">10.1007/978-3-032-37667-1_37</a>.
  short: 'A.C. Amakor, K. Sonntag, S. Peitz, in: European Conference on Machine Learning
    and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2026,
    pp. 652–668.'
date_created: 2026-10-01T11:56:15Z
date_updated: 2026-10-01T11:58:43Z
department:
- _id: '655'
doi: 10.1007/978-3-032-37667-1_37
keyword:
- own
- own-conference
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2606.19521
oa: '1'
page: 652-668
publication: European Conference on Machine Learning and Principles and Practice of
  Knowledge Discovery in Databases (ECML PKDD)
status: public
title: Interactive Pareto navigation for deep multi-task learning
type: conference
user_id: '47427'
year: '2026'
...