Mert Pilanci

Mert Pilanci

Stanford University - Stanford / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1655144
person_outline Mert Pilanci's MOST POPULAR ARTICLES
1-) Newton sketch: A near linear-time optimization algorithm with linear-quadratic convergenceM Pilanci, MJ WainwrightSIAM Journal on Optimization 27 (1), 205-245, 20172492017
2-) Iterative Hessian sketch: Fast and accurate solution approximation for constrained least-squaresM Pilanci, MJ WainwrightThe Journal of Machine Learning Research 17 (1), 1842-1879, 20162032016
3-) Randomized sketches of convex programs with sharp guaranteesM Pilanci, MJ WainwrightIEEE Transactions on Information Theory 61 (9), 5096-5115, 20151752015
4-) Randomized sketches for kernels: Fast and optimal nonparametric regressionY Yang, M Pilanci, MJ Wainwright1962017
5-) Neural networks are convex regularizers: Exact polynomial-time convex optimization formulations for two-layer networksM Pilanci, T ErgenInternational Conference on Machine Learning, 7695-7705, 20201082020