Determinantal Point Processes in Randomized Numerical Linear Algebra

7 May 2020

Papers citing "Determinantal Point Processes in Randomized Numerical Linear Algebra"

14 / 14 papers shown

Title
A Family of Distributions of Random Subsets for Controlling Positive and Negative Dependence Sangwoo Shin H. Hino 19 0 0 02 Aug 2024
Surrogate-based Autotuning for Randomized Sketching Algorithms in Regression Problems Younghyun Cho James Demmel Michal Derezinski Haoyun Li Hengrui Luo Michael W. Mahoney Riley Murray 27 5 0 30 Aug 2023
Sharp Analysis of Sketch-and-Project Methods via a Connection to Randomized Singular Value Decomposition Michal Derezinski E. Rebrova 22 16 0 20 Aug 2022
Neurotoxin: Durable Backdoors in Federated Learning Zhengming Zhang Ashwinee Panda Linyue Song Yaoqing Yang Michael W. Mahoney Joseph E. Gonzalez Kannan Ramchandran Prateek Mittal FedML 17 129 0 12 Jun 2022
Stochastic Variance-Reduced Newton: Accelerating Finite-Sum Minimization with Large Batches Michal Derezinski 42 5 0 06 Jun 2022
Optimal Sublinear Sampling of Spanning Trees and Determinantal Point Processes via Average-Case Entropic Independence Nima Anari Yang P. Liu T. Vuong 21 15 0 06 Apr 2022
AutoIP: A United Framework to Integrate Physics into Gaussian Processes D. Long Z. Wang Aditi S. Krishnapriyan Robert M. Kirby Shandian Zhe Michael W. Mahoney AI4CE 19 14 0 24 Feb 2022
L1 Regression with Lewis Weights Subsampling Aditya Parulekar Advait Parulekar Eric Price 17 19 0 19 May 2021
Sparse sketches with small inversion bias Michal Derezinski Zhenyu Liao Edgar Dobriban Michael W. Mahoney 15 21 0 21 Nov 2020
Testing Determinantal Point Processes Khashayar Gatmiry Maryam Aliakbarpour Stefanie Jegelka 19 1 0 09 Aug 2020
Sampling from a $k$ -DPP without looking at all items Daniele Calandriello Michal Derezinski Michal Valko 19 22 0 30 Jun 2020
Precise expressions for random projections: Low-rank approximation and randomized Newton Michal Derezinski Feynman T. Liang Zhenyu A. Liao Michael W. Mahoney 19 23 0 18 Jun 2020
Reverse iterative volume sampling for linear regression Michal Derezinski Manfred K. Warmuth 39 43 0 06 Jun 2018
Determinantal point processes for machine learning Alex Kulesza B. Taskar 162 1,122 0 25 Jul 2012