Concept Evolution in Deep Learning Training: A Unified Interpretation Framework and Discoveries

Haekyu Park, Seongmin Lee, Benjamin Hoover, Austin P. Wright, Omar Shaikh, Rahul Duggal, Nilaksh Das, Kevin Li, Judy Hoffman, Duen Horng Chau. Concept Evolution in Deep Learning Training: A Unified Interpretation Framework and Discoveries. In Ingo Frommholz, Frank Hopfgartner, Mark Lee 0001, Michael Oakes 0001, Mounia Lalmas, Min Zhang 0006, Rodrygo L. T. Santos, editors, Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023. pages 2044-2054, ACM, 2023. [doi]

@inproceedings{ParkLHWSDDLHC23,
  title = {Concept Evolution in Deep Learning Training: A Unified Interpretation Framework and Discoveries},
  author = {Haekyu Park and Seongmin Lee and Benjamin Hoover and Austin P. Wright and Omar Shaikh and Rahul Duggal and Nilaksh Das and Kevin Li and Judy Hoffman and Duen Horng Chau},
  year = {2023},
  doi = {10.1145/3583780.3614819},
  url = {https://doi.org/10.1145/3583780.3614819},
  researchr = {https://researchr.org/publication/ParkLHWSDDLHC23},
  cites = {0},
  citedby = {0},
  pages = {2044-2054},
  booktitle = {Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023},
  editor = {Ingo Frommholz and Frank Hopfgartner and Mark Lee 0001 and Michael Oakes 0001 and Mounia Lalmas and Min Zhang 0006 and Rodrygo L. T. Santos},
  publisher = {ACM},
}