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mixed linear regression

11 papers

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Also known as

MLR MLR-C

Co-occurring keywords

sample complexity (1158) spectral method (204) robust regression (79) expectation maximization (254) tensor method (15) invex relaxation (2) primal dual witness (1) small data regime (2) iterative least trimmed square (1) local strong convexity (2)

Papers

Imbalanced Mixed Linear Regression NIPS 2023
Mixed Linear Regression via Approximate Message Passing AISTATS 2023
Sparse Mixed Linear Regression with Guarantees: Taming an Intractable Problem with Invex Relaxation ICML 2022
How to Distribute Data across Tasks for Meta-Learning? AAAI 2022
A Wasserstein Minimax Framework for Mixed Linear Regression ICML 2021
On the Minimax Optimality of the EM Algorithm for Learning Two-Component Mixed Linear Regression AISTATS 2021
Meta-learning for Mixed Linear Regression ICML 2020
Robust Meta-learning for Mixed Linear Regression with Small Batches NIPS 2020
Iterative Least Trimmed Squares for Mixed Linear Regression NIPS 2019
Mixed Linear Regression with Multiple Components NIPS 2016
Alternating Minimization for Mixed Linear Regression ICML 2014