papers
Publications (7)
cs.IT2014
Randomized Sketches of Convex Programs with Sharp Guarantees
Mert Pilanci, Martin J. Wainwright
cs.LG2018
Convex Relaxations of Convolutional Neural Nets
Burak Bartan, Mert Pilanci
cs.IT2019
Straggler Resilient Serverless Computing Based on Polar Codes
Burak Bartan, Mert Pilanci
cs.DC2019
Distributed Black-Box Optimization via Error Correcting Codes
Burak Bartan, Mert Pilanci
math.OC2015
Newton Sketch: A Linear-time Optimization Algorithm with Linear-Quadratic Convergence
Mert Pilanci, Martin J. Wainwright
stat.ML2015
Randomized sketches for kernels: Fast and optimal non-parametric regression
Yun Yang, Mert Pilanci, Martin J. Wainwright
math.OC2014
Iterative Hessian sketch: Fast and accurate solution approximation for constrained least-squares
Mert Pilanci, Martin J. Wainwright