2 papers
stat.ML2026
Optimal Regret for Single Index Bandits
Devdan Dey, Sujoy Bhore, Avishek Ghosh
We study the problem, where rewards depend on an unknown one-dimensional projection of high-dimensional contexts through an unknown reward function.…
cs.LG2024
Online Epsilon Net and Piercing Set for Geometric Concepts
Sujoy Bhore, Devdan Dey, Satyam Singh
VC-dimension and -nets are key concepts in Statistical Learning Theory. Intuitively, VC-dimension is a measure of the size of a class of sets. The famous …