A full list of publications can be found on Google Scholar.

• Alignment of spatial genomics and histology data using deep Gaussian processes

  Andrew Jones, F. William Townes, Didong Li, Barbara E. Engelhardt (2022).

  

• A Poisson reduced-rank regression model for association mapping in sequencing data

  Tiana Fitzgerald, Andrew Jones, Barbara E. Engelhardt (2022).

  

• Multi-group Gaussian Processes

  Didong Li, Andrew Jones, Sudipto Banerjee, Barbara E. Engelhardt (2021).

  

• Contrastive latent variable modeling with application to case-control sequencing experiments

  Andrew Jones, F. William Townes, Didong Li, Barbara E. Engelhardt. The Annals of Applied Statistics.

  

• Nested policy reinforcement learning

  Aishwarya Mandyam, Andrew Jones, Krzysztof Laudanski, Barbara E. Engelhardt (2021).

  

• Probabilistic Contrastive Principal Component Analysis

  Didong Li$^\star$, Andrew Jones$^\star$, Barbara E. Engelhardt (2020).

  

• Post-perturbational transcriptional signatures of cancer cell line vulnerabilities

  Andrew Jones, Aviad Tsherniak, James M. McFarland (2020).