PUB - Publikationen an der Universität Bielefeld

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• [7]
  

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

  P. Kenneweg, On Deep Network Optimization, Bielefeld: Universität Bielefeld, 2025.

  PUB | PDF | DOI
   
• [6]
  

  2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2969381

  S. Schroeder, et al., “So Can We Use Intrinsic Bias Measures or Not?”, Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, Setúbal, Portugal: SCITEPRESS - Science and Technology Publications, 2023, pp.403-410.

  PUB | DOI
   
• [5]
  

  2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2969382

  P. Kenneweg, et al., “Debiasing Sentence Embedders Through Contrastive Word Pairs”, Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, Setúbal, Portugal: SCITEPRESS - Science and Technology Publications, 2023, pp.205-212.

  PUB | DOI
   
• [4]
  

  2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2984047

  P. Kenneweg, et al., “Faster Convergence for Transformer Fine-tuning with Line Search Methods”, 2023 International Joint Conference on Neural Networks (IJCNN), IEEE, 2023, pp.1-8.

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• [3]
  

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

  P. Kenneweg, D. Stallmann, and B. Hammer, “Novel transfer learning schemes based on Siamese networks and synthetic data”, Neural Computing and Applications, vol. 35, 2022, pp. 8423–8436.

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

  2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2966600

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

  PUB | DOI
   
• [1]
  

  2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2967096

  P. Kenneweg, et al., “Intelligent Learning Rate Distribution to Reduce Catastrophic Forgetting in Transformers”, Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings, H. Yin, D. Camacho, and P. Tino, eds., Lecture Notes in Computer Science, vol. 13756, Cham: Springer International Publishing, 2022, pp.252-261.

  PUB | DOI