Fan Yang

Fan Yang (杨帆) Machine Learning Department School of Computer Science Carnegie Mellon University Email: fanyang1 [at] cs (dot) cmu (dot) edu GitHub and LinkedIn

Education

• M.S., Machine Learning, Carnegie Mellon University, 2019

  • Advisors: William W. Cohen and Tom Mitchell

• B.S., Mathematical Sciences, Carnegie Mellon University, 2016

Publications

• Game Design for Eliciting Distinguishable Behavior
  Fan Yang, Liu Leqi, Yifan Wu, Zachary C. Lipton, Pradeep Ravikumar, William W. Cohen, Tom Mitchell
  arXiv. NeurIPS 2019.

• TensorLog: A Probabilistic Database Implemented Using Deep-Learning Infrastructure
  William W. Cohen, Fan Yang, Kathryn Rivard Mazaitis
  JAIR Vol. 67 (2020)

• Learning to Organize Knowledge with N-Gram Machines
  Fan Yang, Jiazhong Nie, William W. Cohen, Ni Lao
  arXiv. ICLR 2018 Workshop. AKBC 2017. poster.

• Differentiable Learning of Logical Rules for Knowledge Base Reasoning
  Fan Yang, Zhilin Yang, William W. Cohen
  arXiv. NeurIPS 2017. code. poster.

• Good Semi-supervised Learning that Requires a Bad GAN
  Zihang Dai *, Zhilin Yang *, Fan Yang, William W. Cohen, Ruslan Salakhutdinov
  (*: equal contribution)
  arXiv. NeurIPS 2017. code.

• Best and worst case permutations for random online domination of the path
  Christopher Coscia, Jonathan DeWitt, Fan Yang, Yiguang Zhang
  arXiv. DMTCS Vol 19. 2017.

Teaching

• Teaching Assistant, Mathematical Background for Machine Learning I & II, Fall 2017