Publications

2026

1. 

   RDDMPI: Residual Denoising Diffusion Model for Probabilistic Multivariate Time Series Imputation

   Ramiro Valdes Jara, David Chapman, and Adam Meyers

   In ICML 2026 Workshop on Structured Probabilistic Inference & Generative Modeling, 2026

   Bib PDF

   @inproceedings{jara2026rddmpi,
     title = {{RDDMPI}: Residual Denoising Diffusion Model for Probabilistic Multivariate Time Series Imputation},
     author = {Jara, Ramiro Valdes and Chapman, David and Meyers, Adam},
     year = {2026},
     booktitle = {ICML 2026 Workshop on Structured Probabilistic Inference {\&} Generative Modeling},
     url = {https://openreview.net/forum?id=1Cca0BeFwM},
   }

2. 

   Geometry-Free Conditional Diffusion Modeling for Solving the Inverse Electrocardiography Problem

   Ramiro Valdes Jara and Adam Meyers

   2026

   arXiv PDF