conftrace_

Arnab Auddy

3 papers · 2024–2025 · 2 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓

🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (12)

Conferences

AISTATS (2) JMLR (1)

Top co-authors

Arian Maleki (3) Haolin Zou (3) Kamiar Rahnama Rad (2) Kamiar Rahnamarad (1) Yongchan Kwon (1)

Keywords

model selection (1) machine unlearning (1) cross validation (1) l1 regularization (1) signal-to-noise ratio (1) risk estimation (1) high-dimensional regime (1) newton step (1) laplacian noise (1) certified unlearning (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 Approximate Leave-one-out Cross Validation for Regression with $\ell_1$ Regularizers AISTATS 2024