Lattice-Based Methods Surpass Sum-of-Squares in Clustering

7 December 2021

Joan Bruna

Papers citing "Lattice-Based Methods Surpass Sum-of-Squares in Clustering"

25 / 25 papers shown

Title
Scaling Open-Vocabulary Action Detection Zhen Hao Sia Yogesh Singh Rawat ObjD VLM 65 0 0 04 Apr 2025
Sum-of-squares lower bounds for Non-Gaussian Component Analysis Ilias Diakonikolas Sushrut Karmalkar Shuo Pang Aaron Potechin 22 3 0 28 Oct 2024
On the Hardness of Learning One Hidden Layer Neural Networks Shuchen Li Ilias Zadik Manolis Zampetakis 21 2 0 04 Oct 2024
Low-degree Security of the Planted Random Subgraph Problem Andrej Bogdanov Chris Jones Alon Rosen Ilias Zadik 29 1 0 24 Sep 2024
Improving Lagarias-Odlyzko Algorithm For Average-Case Subset Sum: Modular Arithmetic Approach Antoine Joux Karol Węgrzycki 24 1 0 28 Aug 2024
Cryptographic Hardness of Score Estimation Min Jae Song 25 0 0 04 Apr 2024
SQ Lower Bounds for Non-Gaussian Component Analysis with Weaker Assumptions Ilias Diakonikolas Daniel M. Kane Lisheng Ren Yuxin Sun 13 10 0 07 Mar 2024
Sparse Linear Regression and Lattice Problems A. Gupte Neekon Vafa Vinod Vaikuntanathan 22 1 0 22 Feb 2024
Computational-Statistical Gaps for Improper Learning in Sparse Linear Regression Rares-Darius Buhai Jingqiu Ding Stefan Tiegel 23 2 0 21 Feb 2024
Sharp Thresholds Imply Circuit Lower Bounds: from random 2-SAT to Planted Clique D. Gamarnik Elchanan Mossel Ilias Zadik 62 1 0 07 Nov 2023
Algorithmic Decorrelation and Planted Clique in Dependent Random Graphs: The Case of Extra Triangles Guy Bresler Chenghao Guo Yury Polyanskiy 34 1 0 17 May 2023
Statistical-Computational Tradeoffs in Mixed Sparse Linear Regression Gabriel Arpino R. Venkataramanan 30 4 0 03 Mar 2023
Sparse PCA Beyond Covariance Thresholding Gleb Novikov 13 1 0 20 Feb 2023
SQ Lower Bounds for Random Sparse Planted Vector Problem Jingqiu Ding Yiding Hua 19 4 0 26 Jan 2023
Average-Case Complexity of Tensor Decomposition for Low-Degree Polynomials Alexander S. Wein 27 9 0 10 Nov 2022
On the well-spread property and its relation to linear regression Hongjie Chen Tommaso dÓrsi 15 5 0 16 Jun 2022
Statistical and Computational Phase Transitions in Group Testing A. Coja-Oghlan Oliver Gebhard Max Hahn-Klimroth Alexander S. Wein Ilias Zadik 22 18 0 15 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 40 28 0 19 May 2022
Hardness of Noise-Free Learning for Two-Hidden-Layer Neural Networks Sitan Chen Aravind Gollakota Adam R. Klivans Raghu Meka 21 30 0 10 Feb 2022
Optimal Estimation and Computational Limit of Low-rank Gaussian Mixtures Zhongyuan Lyu Dong Xia 29 8 0 22 Jan 2022
Non-Gaussian Component Analysis via Lattice Basis Reduction Ilias Diakonikolas D. Kane 28 18 0 16 Dec 2021
Beyond Parallel Pancakes: Quasi-Polynomial Time Guarantees for Non-Spherical Gaussian Mixtures Rares-Darius Buhai David Steurer CoGe 24 3 0 10 Dec 2021
Logspace Reducibility From Secret Leakage Planted Clique Jay Mardia 16 0 0 25 Jul 2021
Optimal Spectral Recovery of a Planted Vector in a Subspace Cheng Mao Alexander S. Wein 17 18 0 31 May 2021
Adversarial examples from computational constraints Sébastien Bubeck Eric Price Ilya P. Razenshteyn AAML 62 230 0 25 May 2018