Miles E. Lopes

3 papers · 2019–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer

Conferences

AISTATS (2) JMLR (1)

Top co-authors

Siyao Wang (1) Junwen Yao (1) Shusen Wang (1) N. Benjamin Erichson (1) Michael W. Mahoney (1)

Keywords

dimensionality reduction (1) kernel approximation (1) approximation error (1) bootstrap method (1) error bound (1) random fourier feature (1) spectral approximation (1) error estimation (1) kernel methods (1) randomized matrix multiplication (1) bootstrap estimation (1) numerical estimation (1)

Papers

Empirical Error Estimates for Graph Sparsification AISTATS 2025

Error Estimation for Random Fourier Features AISTATS 2023

A Bootstrap Method for Error Estimation in Randomized Matrix Multiplication JMLR 2019