Computational Hardness of Certifying Bounds on Constrained PCA Problems

19 February 2019

Papers citing "Computational Hardness of Certifying Bounds on Constrained PCA Problems"

13 / 13 papers shown

Title
Do algorithms and barriers for sparse principal component analysis extend to other structured settings? Guanyi Wang Mengqi Lou A. Pananjady CML 23 1 0 25 Jul 2023
$Approximate message passing from random initialization with applications to $\mathbb{Z}_{2}$ synchronization$ Approximate message passing from random initialization with applications to $\mathbb{Z}_{2}$ synchronization Gen Li Wei Fan Yuting Wei 26 10 0 07 Feb 2023
Disordered Systems Insights on Computational Hardness D. Gamarnik Cristopher Moore Lenka Zdeborová AI4CE 22 32 0 15 Oct 2022
Near-optimal fitting of ellipsoids to random points Aaron Potechin Paxton Turner Prayaag Venkat Alexander S. Wein 30 8 0 19 Aug 2022
Tensor-on-Tensor Regression: Riemannian Optimization, Over-parameterization, Statistical-computational Gap, and Their Interplay Yuetian Luo Anru R. Zhang 21 19 0 17 Jun 2022
Lattice-Based Methods Surpass Sum-of-Squares in Clustering Ilias Zadik M. Song Alexander S. Wein Joan Bruna 9 35 0 07 Dec 2021
Inferring Hidden Structures in Random Graphs Wasim Huleihel 14 7 0 05 Oct 2021
Reconstruction on Trees and Low-Degree Polynomials Frederic Koehler Elchanan Mossel 10 9 0 14 Sep 2021
Statistical Query Algorithms and Low-Degree Tests Are Almost Equivalent Matthew Brennan Guy Bresler Samuel B. Hopkins J. Li T. Schramm 19 62 0 13 Sep 2020
Reducibility and Statistical-Computational Gaps from Secret Leakage Matthew Brennan Guy Bresler 19 85 0 16 May 2020
Notes on Computational Hardness of Hypothesis Testing: Predictions using the Low-Degree Likelihood Ratio Dmitriy Kunisky Alexander S. Wein Afonso S. Bandeira 19 135 0 26 Jul 2019
Subexponential-Time Algorithms for Sparse PCA Yunzi Ding Dmitriy Kunisky Alexander S. Wein Afonso S. Bandeira 20 57 0 26 Jul 2019
Hiding Quiet Solutions in Random Constraint Satisfaction Problems Florent Krzakala Lenka Zdeborová 65 110 0 14 Jan 2009