Exploring the Geometry and Topology of Neural Network Loss Landscapes

Stefan Horoi, Jessie Huang, Bastian Rieck, Guillaume Lajoie, Guy Wolf, Smita Krishnaswamy. Exploring the Geometry and Topology of Neural Network Loss Landscapes. In Tassadit Bouadi, Élisa Fromont, Eyke Hüllermeier, editors, Advances in Intelligent Data Analysis XX - 20th International Symposium on Intelligent Data Analysis, IDA 2022, Rennes, France, April 20-22, 2022, Proceedings. Volume 13205 of Lecture Notes in Computer Science, pages 171-184, Springer, 2022. [doi]

@inproceedings{HoroiHRLWK22,
  title = {Exploring the Geometry and Topology of Neural Network Loss Landscapes},
  author = {Stefan Horoi and Jessie Huang and Bastian Rieck and Guillaume Lajoie and Guy Wolf and Smita Krishnaswamy},
  year = {2022},
  doi = {10.1007/978-3-031-01333-1_14},
  url = {https://doi.org/10.1007/978-3-031-01333-1_14},
  researchr = {https://researchr.org/publication/HoroiHRLWK22},
  cites = {0},
  citedby = {0},
  pages = {171-184},
  booktitle = {Advances in Intelligent Data Analysis XX - 20th International Symposium on Intelligent Data Analysis, IDA 2022, Rennes, France, April 20-22, 2022, Proceedings},
  editor = {Tassadit Bouadi and Élisa Fromont and Eyke Hüllermeier},
  volume = {13205},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-01333-1},
}