Efficient Estimation of Partially Linear Models for Spatial Data over
Complex Domain

Efficient Estimation of Partially Linear Models for Spatial Data over Complex Domain

27 May 2016

Praneeth Netrapalli

Papers citing "Efficient Estimation of Partially Linear Models for Spatial Data over Complex Domain"

12 / 12 papers shown

Title
Black-Box $k$ -to- $1$ -PCA Reductions: Theory and Applications A. Jambulapati Syamantak Kumar Jerry Li Shourya Pandey Ankit Pensia Kevin Tian 39 2 0 06 Mar 2024
Stochastic Distributed Optimization under Average Second-order Similarity: Algorithms and Analysis Dachao Lin Yuze Han Haishan Ye Zhihua Zhang 25 11 0 15 Apr 2023
RECAPP: Crafting a More Efficient Catalyst for Convex Optimization Y. Carmon A. Jambulapati Yujia Jin Aaron Sidford 58 11 0 17 Jun 2022
Communication-efficient distributed eigenspace estimation with arbitrary node failures Vasileios Charisopoulos Anil Damle 16 1 0 31 May 2022
Hessian Averaging in Stochastic Newton Methods Achieves Superlinear Convergence Sen Na Michal Derezinski Michael W. Mahoney 27 16 0 20 Apr 2022
Distributed Estimation for Principal Component Analysis: an Enlarged Eigenspace Analysis Xi Chen J. Lee He Li Yun Yang 23 6 0 05 Apr 2020
Tight Query Complexity Lower Bounds for PCA via Finite Sample Deformed Wigner Law Max Simchowitz A. Alaoui Benjamin Recht 30 38 0 04 Apr 2018
On Noisy Negative Curvature Descent: Competing with Gradient Descent for Faster Non-convex Optimization Mingrui Liu Tianbao Yang 33 23 0 25 Sep 2017
Accelerated Stochastic Power Iteration Christopher De Sa Bryan D. He Ioannis Mitliagkas Christopher Ré Peng Xu 35 89 0 10 Jul 2017
On the Gap Between Strict-Saddles and True Convexity: An Omega(log d) Lower Bound for Eigenvector Approximation Max Simchowitz A. Alaoui Benjamin Recht 18 13 0 14 Apr 2017
Spectrum Approximation Beyond Fast Matrix Multiplication: Algorithms and Hardness Cameron Musco Praneeth Netrapalli Aaron Sidford Shashanka Ubaru David P. Woodruff 8 36 0 13 Apr 2017
Robust Shift-and-Invert Preconditioning: Faster and More Sample Efficient Algorithms for Eigenvector Computation Chi Jin Sham Kakade Cameron Musco Praneeth Netrapalli Aaron Sidford 22 42 0 29 Oct 2015