Alsatian: Optimizing Model Search for Deep Transfer Learning

Authors

• Boris Glavic
• Tilmann Rabl

Materials

bibtex

@article{SG25,
  author = {Strassenburg, Nils and Glavic, Boris and Rabl, Tilmann},
  title = {Alsatian: Optimizing Model Search for Deep Transfer Learning},
  booktitle = {SIGMOD},
  year = {2025},
  journal = {Proc. {ACM} Manag. Data},
  volume = {3},
  number = {3},
  pages = {127:1--127:27},
  url = {https://doi.org/10.1145/3725264},
  doi = {10.1145/3725264},
  pdfurl = {http://www.cs.uic.edu/%7ebglavic/dbgroup/assets/pdfpubls/SG25.pdf},
  longversionurl = {https://hpi.de/oldsite/fileadmin/user_upload/fachgebiete/rabl/publications/2025/alsatian-double-column.pdf},
  video = {https://hpi.de/oldsite/fileadmin/user_upload/fachgebiete/rabl/publications/2025/alsatian-2025-03-24.mp4},
  poster = {https://hpi.de/oldsite/fileadmin/user_upload/fachgebiete/rabl/publications/2025/alsatian-poster.pdf},
  venueshort = {{SIGMOD}},
  keywords = {Sys4ML; Machine Learning}
}

Reference

Alsatian: Optimizing Model Search for Deep Transfer Learning Nils Strassenburg, Boris Glavic and Tilmann Rabl SIGMOD. 3, 3 (2025) , 127:1–127:27.