Kamiar Rahnama Rad

3 papers · 2020–2025 · 2 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (6)

Conferences

AISTATS (2) JMLR (1)

Top co-authors

Arian Maleki (3) Haolin Zou (2) Arnab Auddy (2) Wenda Zhou (1) Yongchan Kwon (1)

Keywords

machine unlearning (1) cross validation (1) high-dimensional regression (1) penalized regression (1) error bound (1) high-dimensional regime (1) newton step (1) laplacian noise (1) certified unlearning (1) out-of-sample prediction (1)

Papers

Theoretical Analysis of Leave-one-out Cross Validation for Non-differentiable Penalties under High-dimensional Settings AISTATS 2025

Certified Machine Unlearning Under High Dimensional Regime JMLR 2025

Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions AISTATS 2020