2 papers
stat.ML2026
Compact Geometric Representations of Hierarchies
Prashant Gokhale, Piotr Indyk, Yuhao Liu +3
Computing geometric representations of data is a cornerstone of modern machine learning, typically achieved by training dual encoders which map queries and documents into a shared…
cs.DS2026
Adversarially Robust Approximate Furthest Neighbor
Kiarash Banihashem, Jeff Giliberti, Prashant Gokhale +5
We work in the adaptive query model, where one is given a point set and seeks to construct a data structure that can answer correctly and efficiently a seq…