PUB - Publikationen an der Universität Bielefeld

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• [7]
  

  2025 | Bielefelder E-Dissertation | PUB-ID: 3002246

  Kenneweg P (2025)
  On Deep Network Optimization.
  Bielefeld: Universität Bielefeld.

  PUB | PDF | DOI
   
• [6]
  

  2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2969381

  Schroeder S, Schulz A, Kenneweg P, Hammer B (2023)
  So Can We Use Intrinsic Bias Measures or Not?
  In: Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods. Setúbal, Portugal: SCITEPRESS - Science and Technology Publications: 403-410.

  PUB | DOI
   
• [5]
  

  2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2969382

  Kenneweg P, Schroeder S, Schulz A, Hammer B (2023)
  Debiasing Sentence Embedders Through Contrastive Word Pairs.
  In: Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods. Setúbal, Portugal: SCITEPRESS - Science and Technology Publications: 205-212.

  PUB | DOI
   
• [4]
  

  2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2984047

  Kenneweg P, Galli L, Kenneweg T, Hammer B (2023)
  Faster Convergence for Transformer Fine-tuning with Line Search Methods.
  In: 2023 International Joint Conference on Neural Networks (IJCNN). IEEE: 1-8.

  PUB | DOI
   
• [3]
  

  2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2967683

  Kenneweg P, Stallmann D, Hammer B (2022)
  Novel transfer learning schemes based on Siamese networks and synthetic data.
  Neural Computing and Applications 35: 8423–8436.

  PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
   
• [2]
  

  2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2966600

  Kenneweg P, Schroeder S, Hammer B (2022)
  Neural Architecture Search for Sentence Classification with BERT.
  In: ESANN 2022 proceedings. Louvain-la-Neuve (Belgium): Ciaco - i6doc.com: 417-422.

  PUB | DOI
   
• [1]
  

  2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2967096

  Kenneweg P, Schulz A, Schroeder S, Hammer B (2022)
  Intelligent Learning Rate Distribution to Reduce Catastrophic Forgetting in Transformers.
  In: Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings. Yin H, Camacho D, Tino P (Eds); Lecture Notes in Computer Science, 13756. Cham: Springer International Publishing: 252-261.

  PUB | DOI