Mert Pilanci

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

ORCID: 0000-0002-0870-9992

Department of Electrical Engineering, Stanford University , Stanford, CA , USA

Publications

• Pretraining and the lasso — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2026
• Convex Geometry and Duality of Over-parameterized Neural Networks — Journal of Machine Learning Research 2021
• Randomized sketches for kernels: Fast and optimal nonparametric regression — The Annals of Statistics 2017
• Iterative Hessian Sketch: Fast and Accurate Solution Approximation for Constrained Least-Squares — Journal of Machine Learning Research 2016