2 papers
cs.LG2026
Discovering Data Structures: Nearest Neighbor Search and Beyond
Omar Salemohamed, Laurent Charlin, Shivam Garg +2
We propose a general framework for end-to-end learning of data structures. Our framework adapts to the underlying data distribution and provides fine-grained control over query and…
cs.DS2025
Testing with Non-identically Distributed Samples
Shivam Garg, Chirag Pabbaraju, Kirankumar Shiragur +1
We examine the extent to which sublinear-sample property testing and estimation apply to settings where samples are independently but not identically distributed. Specifically, we…