299 citations · 1.3k across the 49 of their papers we have counts for
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3 papers · 1 filter
stat.ML2023
A Majorization-Minimization Gauss-Newton Method for 1-Bit Matrix Completion
Xiaoqian Liu, Xu Han, Eric C. Chi +1
In 1-bit matrix completion, the aim is to estimate an underlying low-rank matrix from a partial set of binary observations. We propose a novel method for 1-bit matrix completion ca…
stat.ML2023★ 1 cited
Imbalanced Mixed Linear Regression
Pini Zilber, Boaz Nadler
We consider the problem of mixed linear regression (MLR), where each observed sample belongs to one of unknown linear models. In practical applications, the proportions of the…
cs.LG2023★ 1 cited
Distributed Sparse Linear Regression under Communication Constraints
Rodney Fonseca, Boaz Nadler
In multiple domains, statistical tasks are performed in distributed settings, with data split among several end machines that are connected to a fusion center. In various applicati…