Learning Mixtures of Linear Regressions in Subexponential Time via Fourier Moments

16 December 2019

Papers citing "Learning Mixtures of Linear Regressions in Subexponential Time via Fourier Moments"

10 / 10 papers shown

Title
SQ Lower Bounds for Learning Mixtures of Linear Classifiers Ilias Diakonikolas D. Kane Yuxin Sun 30 3 0 18 Oct 2023
On the robust learning mixtures of linear regressions Ying-Min Huang Liang Chen OOD 21 0 0 23 May 2023
Efficient List-Decodable Regression using Batches Abhimanyu Das Ayush Jain Weihao Kong Rajat Sen 28 4 0 23 Nov 2022
A Fourier Approach to Mixture Learning Mingda Qiao Guru Guruganesh A. S. Rawat Kumar Avinava Dubey Manzil Zaheer 20 3 0 05 Oct 2022
Learning Mixtures of Linear Dynamical Systems Yanxi Chen H. Vincent Poor 20 17 0 26 Jan 2022
Small Covers for Near-Zero Sets of Polynomials and Learning Latent Variable Models Ilias Diakonikolas D. Kane 21 32 0 14 Dec 2020
On InstaHide, Phase Retrieval, and Sparse Matrix Factorization Sitan Chen Xiaoxiao Li Zhao Song Danyang Zhuo 27 13 0 23 Nov 2020
Distributed Learning of Finite Gaussian Mixtures Qiong Zhang Jiahua Chen 49 8 0 20 Oct 2020
InstaHide: Instance-hiding Schemes for Private Distributed Learning Yangsibo Huang Zhao Song Keqin Li Sanjeev Arora FedML PICV 25 150 0 06 Oct 2020
Outlier-Robust Clustering of Non-Spherical Mixtures Ainesh Bakshi Pravesh Kothari 27 31 0 06 May 2020