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stat.ML2026
Multi-source conformal prediction: leveraging heterogeneity via localization
Rohan Hore, Anirban Chatterjee, Sayantan Choudhury
Many modern prediction tasks involve data from multiple heterogeneous sources, while the test distribution may differ substantially from any individual source. Although heterogenei…
stat.ML2025
One-shot Conditional Sampling: MMD meets Nearest Neighbors
Anirban Chatterjee, Sayantan Choudhury, Rohan Hore
How can we generate samples from a conditional distribution that we never fully observe? This question arises across a broad range of applications in both modern machine learning a…