Mert Pilanci

Available identifiers

zbMath Open pilanci.mertMaRDI QIDQ2012924

List of research outcomes

Publication	Date of Publication	Type
Distributed Sketching for Randomized Optimization: Exact Characterization, Concentration, and Lower Bounds	2024-03-21	Paper
M-IHS: an accelerated randomized preconditioning method avoiding costly matrix decompositions	2023-10-31	Paper
https://portal.mardi4nfdi.de/entity/Q5053206	2022-12-06	Paper
Sketching the Krylov Subspace: Faster Computation of the Entire Ridge Regularization Path	2022-10-21	Paper
Computational Polarization: An Information-Theoretic Method for Resilient Computing	2022-07-13	Paper
Adaptive and Oblivious Randomized Subspace Methods for High-Dimensional Optimization: Sharp Analysis and Lower Bounds	2022-07-13	Paper
Straggler Robust Distributed Matrix Inverse Approximation	2020-03-05	Paper
Structured Least Squares Problems and Robust Estimators	2018-07-09	Paper
Randomized sketches for kernels: fast and optimal nonparametric regression	2017-08-03	Paper
Randomized Sketches of Convex Programs With Sharp Guarantees	2017-04-28	Paper
Newton Sketch: A Near Linear-Time Optimization Algorithm with Linear-Quadratic Convergence	2017-03-01	Paper
Iterative Hessian sketch: Fast and accurate solution approximation for constrained least-squares	2016-06-06	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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