Ashwin Pananjady

6 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-0824-9815

Publications

• Just Wing It: Near-Optimal Estimation of Missing Mass in a Markovian Sequence — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Sharp global convergence guarantees for iterative nonconvex optimization with random data — The Annals of Statistics 2023
• Isotonic regression with unknown permutations: Statistics, computation and adaptation — The Annals of Statistics 2022
• Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems — Journal of Machine Learning Research 2020 (name-matched, not ORCID-linked)
• Worst-case versus average-case design for estimation from partial pairwise comparisons — The Annals of Statistics 2020
• Towards optimal estimation of bivariate isotonic matrices with unknown permutations — The Annals of Statistics 2020