Unbiased estimators for random design regression

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Unbiased estimators for random design regression

8 July 2019

Michal Derezinski

Manfred K. Warmuth

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Papers citing "Unbiased estimators for random design regression"

9 / 9 papers shown

Title
A Family of Distributions of Random Subsets for Controlling Positive and Negative Dependence Sangwoo Shin H. Hino 78 0 0 02 Aug 2024
Weighted least-squares approximation with determinantal point processes and generalized volume sampling A. Nouy Bertrand Michel 46 3 0 21 Dec 2023
Algorithmic Gaussianization through Sketching: Converting Data into Sub-gaussian Random Designs Michal Derezinski 75 5 0 21 Jun 2022
Query Complexity of Least Absolute Deviation Regression via Robust Uniform Convergence Xue Chen Michal Derezinski 59 31 0 03 Feb 2021
Sparse sketches with small inversion bias Michal Derezinski Zhenyu Liao Yan Sun Michael W. Mahoney 107 22 0 21 Nov 2020
On proportional volume sampling for experimental design in general spaces Arnaud Poinas Rémi Bardenet 49 5 0 09 Nov 2020
Determinantal Point Processes in Randomized Numerical Linear Algebra Michal Derezinski Michael W. Mahoney 78 81 0 07 May 2020
Kernel interpolation with continuous volume sampling Ayoub Belhadji Rémi Bardenet P. Chainais 54 23 0 22 Feb 2020
Exact expressions for double descent and implicit regularization via surrogate random design Michal Derezinski Feynman T. Liang Michael W. Mahoney 80 78 0 10 Dec 2019