Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. trace.pdf
    TRACE Back from the Future: A Probabilistic Reasoning Approach to Controllable Language Generation
    Gwen Yidou Weng, Benjie Wang, and Guy Broeck
    In International Conference on Machine Learning (ICML), 2025
    arXiv PDF

2024

  1. Semi-parametric Expert Bayesian Network Learning with Gaussian Processes and Horseshoe Priors
    Yidou Weng and Finale Doshi-Velez
    arXiv preprint arXiv:2401.16419, 2024
    arXiv PDF

2022

  1. Nonparametric Expert DAG Learning with Accurate Edge Strengths and Realistic Knowledge Incorporation
    Yidou Weng and Finale Doshi-Velez
    arXiv preprint arXiv:2210.09341, 2022
    arXiv PDF