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., et al., 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, pp. 403-410.

  PUB | DOI
   
• [5]
  

  2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2969382

  Kenneweg, P., et al., 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, pp. 205-212.

  PUB | DOI
   
• [4]
  

  2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2984047

  Kenneweg, P., et al., 2023. Faster Convergence for Transformer Fine-tuning with Line Search Methods. In 2023 International Joint Conference on Neural Networks (IJCNN). IEEE, pp. 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, p 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, pp. 417-422.

  PUB | DOI
   
• [1]
  

  2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2967096

  Kenneweg, P., et al., 2022. Intelligent Learning Rate Distribution to Reduce Catastrophic Forgetting in Transformers. In H. Yin, D. Camacho, & P. Tino, eds. Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings. Lecture Notes in Computer Science. no.13756 Cham: Springer International Publishing, pp. 252-261.

  PUB | DOI