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On Learning Mixture of Linear Regressions in the Non-Realizable Setting

On Learning Mixture of Linear Regressions in the Non-Realizable Setting

26 May 2022
Avishek Ghosh
A. Mazumdar
S. Pal
Rajat Sen
ArXiv (abs)PDFHTML

Papers citing "On Learning Mixture of Linear Regressions in the Non-Realizable Setting"

8 / 8 papers shown
Title
Learning and Generalization with Mixture Data
Learning and Generalization with Mixture Data
Harsh Vardhan
A. Ghosh
A. Mazumdar
FedML
77
0
0
29 Apr 2025
Agnostic Learning of Mixed Linear Regressions with EM and AM Algorithms
Agnostic Learning of Mixed Linear Regressions with EM and AM Algorithms
A. Ghosh
Arya Mazumdar
FedML
59
0
0
03 Jun 2024
Sample-Efficient Linear Regression with Self-Selection Bias
Sample-Efficient Linear Regression with Self-Selection Bias
Jason Gaitonde
Elchanan Mossel
43
0
0
22 Feb 2024
Linear Regression using Heterogeneous Data Batches
Linear Regression using Heterogeneous Data Batches
Ayush Jain
Rajat Sen
Weihao Kong
Abhimanyu Das
A. Orlitsky
56
3
0
05 Sep 2023
Mixed Regression via Approximate Message Passing
Mixed Regression via Approximate Message Passing
Nelvin Tan
R. Venkataramanan
69
7
0
05 Apr 2023
Statistical-Computational Tradeoffs in Mixed Sparse Linear Regression
Statistical-Computational Tradeoffs in Mixed Sparse Linear Regression
Gabriel Arpino
R. Venkataramanan
68
5
0
03 Mar 2023
Imbalanced Mixed Linear Regression
Imbalanced Mixed Linear Regression
Pini Zilber
B. Nadler
56
5
0
29 Jan 2023
Efficient List-Decodable Regression using Batches
Efficient List-Decodable Regression using Batches
Abhimanyu Das
Ayush Jain
Weihao Kong
Rajat Sen
86
4
0
23 Nov 2022
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