publications

2026

1. NeurIPS

   Learning To Sample From Diffusion Models Via Inverse Reinforcement Learning

   Constant Bourdrez, Alexandre Vérine, and Olivier Cappé

   In Advances in Neural Information Processing Systems (NeurIPS), 2026

   Bib PDF

   @inproceedings{bourdrez2026learningsamplediffusionmodels,
     title = {Learning To Sample From Diffusion Models Via Inverse Reinforcement Learning},
     author = {Bourdrez, Constant and Vérine, Alexandre and Cappé, Olivier},
     booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
     year = {2026},
     eprint = {2602.08689},
     archiveprefix = {arXiv},
     primaryclass = {cs.LG},
     url = {https://arxiv.org/abs/2602.08689}
   }

2. Workshop

   DP-Diffusion Sampling: A Gaussian Proxy Analysis

   Constant Bourdrez, Alexandre Vérine, and Olivier Cappé

   In InfPriv Workshop @ NeurIPS, 2026

   PDF coming soon

   Bib

   @inproceedings{bourdrez2026dpdiffusion,
     title = {DP-Diffusion Sampling: A Gaussian Proxy Analysis},
     author = {Bourdrez, Constant and Vérine, Alexandre and Cappé, Olivier},
     booktitle = {InfPriv Workshop @ NeurIPS},
     year = {2026},
     note = {PDF coming soon}
   }