SwitchTab: Switched Autoencoders Are Effective Tabular Learners

Jing Wu, Suiyao Chen, Qi Zhao, Renat Sergazinov, Chen Li, Shengjie Liu, Chongchao Zhao, Tianpei Xie, Hanqing Guo, Cheng Ji, Daniel Cociorva, Hakan Brunzell. SwitchTab: Switched Autoencoders Are Effective Tabular Learners. In Michael J. Wooldridge, Jennifer G. Dy, Sriraam Natarajan, editors, Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada. pages 15924-15933, AAAI Press, 2024. [doi]

@inproceedings{WuCZSLLZXGJCB24,
  title = {SwitchTab: Switched Autoencoders Are Effective Tabular Learners},
  author = {Jing Wu and Suiyao Chen and Qi Zhao and Renat Sergazinov and Chen Li and Shengjie Liu and Chongchao Zhao and Tianpei Xie and Hanqing Guo and Cheng Ji and Daniel Cociorva and Hakan Brunzell},
  year = {2024},
  doi = {10.1609/aaai.v38i14.29523},
  url = {https://doi.org/10.1609/aaai.v38i14.29523},
  researchr = {https://researchr.org/publication/WuCZSLLZXGJCB24},
  cites = {0},
  citedby = {0},
  pages = {15924-15933},
  booktitle = {Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada},
  editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan},
  publisher = {AAAI Press},
}