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Learning Mixtures of Linear Regressions with Nearly Optimal Complexity

22 February 2018

Yuanzhi Li

Yingyu Liang

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Papers citing "Learning Mixtures of Linear Regressions with Nearly Optimal Complexity"

8 / 58 papers shown

EM Converges for a Mixture of Many Linear RegressionsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2019

Jeongyeol Kwon

Constantine Caramanis

159

28 May 2019

List-Decodable Linear RegressionNeural Information Processing Systems (NeurIPS), 2019

Sushrut Karmalkar

Adam R. Klivans

Pravesh Kothari

274

14 May 2019

Convergence of Parameter Estimates for Regularized Mixed Linear Regression ModelsIEEE Conference on Decision and Control (CDC), 2019

Taiyao Wang

I. Paschalidis

906

21 Mar 2019

Iterative Least Trimmed Squares for Mixed Linear RegressionNeural Information Processing Systems (NeurIPS), 2019

Yanyao Shen

Sujay Sanghavi

273

10 Feb 2019

Learning with Bad Training Data via Iterative Trimmed Loss Minimization

Yanyao Shen

Sujay Sanghavi

FedML

156

28 Oct 2018

Global Convergence of EM Algorithm for Mixtures of Two Component Linear Regression

Jeongyeol Kwon

Wei Qian

Constantine Caramanis

Yudong Chen

Damek Davis

365

12 Oct 2018

Covariance constraints for stochastic inverse problems of computer models

Nicolas Bousquet

Mélanie Blazère

Thomas Cerbelaud

273

09 Jun 2018

Estimating the Coefficients of a Mixture of Two Linear Regressions by Expectation Maximization

Jason M. Klusowski

Dana Yang

W. Brinda

155

26 Apr 2017