Publications

2026

1. Preprint

   Conservative neural posterior estimation via distributionally robust training

   William Laplante, Yuga Hikida, Charita Dellaporta, and 2 more authors

   arXiv preprint arXiv:2605.28516, 2026

   arXiv Bib

   @article{laplante2026conservative,
     title = {Conservative neural posterior estimation via distributionally robust training},
     author = {Laplante, William and Hikida, Yuga and Dellaporta, Charita and Briol, Fran{\c{c}}ois-Xavier and Bharti, Ayush},
     journal = {arXiv preprint arXiv:2605.28516},
     year = {2026},
   }

2025

1. Preprint

   Conjugate Generalised Bayesian Inference for Discrete Doubly Intractable Problems

   William Laplante, Matias Altamirano, Jeremias Knoblauch, and 2 more authors

   arXiv preprint arXiv:2511.23275, 2025

   arXiv Bib

   @article{laplante2025robust,
     title = {Conjugate Generalised Bayesian Inference for Discrete Doubly Intractable Problems},
     author = {Laplante, William and Altamirano, Matias and Knoblauch, Jeremias and Duncan, Andrew and Briol, Fran{\c{c}}ois-Xavier},
     journal = {arXiv preprint arXiv:2511.23275},
     year = {2025},
   }

2. ICML

   Robust and Conjugate Spatio-Temporal Gaussian Processes

   William Laplante, Matias Altamirano, Andrew Duncan, and 2 more authors

   In International Conference on Machine Learning, 2025

   arXiv Bib Code

   @inproceedings{laplante2025robusu,
     title = {Robust and Conjugate Spatio-Temporal Gaussian Processes},
     author = {Laplante, William and Altamirano, Matias and Duncan, Andrew and Knoblauch, Jeremias and Briol, Fran{\c{c}}ois-Xavier},
     booktitle = {International Conference on Machine Learning},
     year = {2025},
   }