Research

Working papers

  • R. Ray, M. Avella Medina, and C. Rush, “Statistical guarantees for data-driven posterior tempering” [latest working version available upon request]

Publications

  • R. Ray, M. Avella Medina, and C. Rush, “Asymptotics for power posterior mean estimation,” 59th Annual Allerton Conference on Communication, Control, and Computing [pdf, paper]

Invited Presentations

  • R. Ray, M. Avella Medina, and C. Rush, “Statistical Guarantees for Data-driven Posterior Tempering”
    • Optimization and Statistical Learning Workshop, Columbia University Deparment of Statistics, New York, NY, April 2025
    • Student Seminar, Columbia University Department of Statistics, New York, NY, March 2025
    • Forty Years at the Interplay of Information Theory, Probability and Statistical Learning, Yale Institute for Foundations of Data Science, New Haven, CT, April 2024
    • Workshop on Information-Theoretic Methods for Trustworthy Machine Learning, Simons Institute, Berkeley, CA, May 2023
  • R. Ray, M. Avella Medina, and C. Rush, “Asymptotics for power posterior mean estimation”
    • 59th Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, September 2023