Computational Barriers to Estimation from Low-Degree Polynomials

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Computational Barriers to Estimation from Low-Degree Polynomials

5 August 2020

Alexander S. Wein

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Papers citing "Computational Barriers to Estimation from Low-Degree Polynomials"

17 / 17 papers shown

Title
Low-degree phase transitions for detecting a planted clique in sublinear time Jay Mardia K. A. Verchand Alexander S. Wein 44 1 0 08 Feb 2024
Detection-Recovery Gap for Planted Dense Cycles Cheng Mao Alexander S. Wein Sheng Z. Zhang 101 11 0 13 Feb 2023
SQ Lower Bounds for Random Sparse Planted Vector Problem Jingqiu Ding Yiding Hua 49 4 0 26 Jan 2023
A polynomial time iterative algorithm for matching Gaussian matrices with non-vanishing correlation Jian Ding Zhang Li 54 9 0 28 Dec 2022
Is it easier to count communities than find them? Cynthia Rush Fiona Skerman Alexander S. Wein Dana Yang 43 10 0 21 Dec 2022
Equivalence of Approximate Message Passing and Low-Degree Polynomials in Rank-One Matrix Estimation Andrea Montanari Alexander S. Wein 47 27 0 14 Dec 2022
Average-Case Complexity of Tensor Decomposition for Low-Degree Polynomials Alexander S. Wein 110 11 0 10 Nov 2022
Tensor-on-Tensor Regression: Riemannian Optimization, Over-parameterization, Statistical-computational Gap, and Their Interplay Yuetian Luo Anru R. Zhang 106 20 0 17 Jun 2022
The Franz-Parisi Criterion and Computational Trade-offs in High Dimensional Statistics Afonso S. Bandeira A. Alaoui Samuel B. Hopkins T. Schramm Alexander S. Wein Ilias Zadik 93 34 0 19 May 2022
Reconstruction on Trees and Low-Degree Polynomials Frederic Koehler Elchanan Mossel 70 10 0 14 Sep 2021
The Algorithmic Phase Transition of Random $k$ -SAT for Low Degree Polynomials Guy Bresler Brice Huang 77 47 0 03 Jun 2021
Optimal Spectral Recovery of a Planted Vector in a Subspace Cheng Mao Alexander S. Wein 54 20 0 31 May 2021
Hypothesis testing with low-degree polynomials in the Morris class of exponential families Dmitriy Kunisky 39 8 0 07 Nov 2020
Optimal Low-Degree Hardness of Maximum Independent Set Alexander S. Wein 74 52 0 13 Oct 2020
Statistical Query Algorithms and Low-Degree Tests Are Almost Equivalent Matthew Brennan Guy Bresler Samuel B. Hopkins Jingkai Li T. Schramm 86 66 0 13 Sep 2020
Tensor Clustering with Planted Structures: Statistical Optimality and Computational Limits Yuetian Luo Anru R. Zhang 134 46 0 21 May 2020
The Overlap Gap Property in Principal Submatrix Recovery D. Gamarnik Aukosh Jagannath S. Sen 62 29 0 26 Aug 2019

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