5 citations · 6 across the 3 of their papers we have counts for
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cs.IT2023★ 5 cited
Approximate Message Passing with Rigorous Guarantees for Pooled Data and Quantitative Group Testing
Nelvin Tan, Pablo Pascual Cobo, Jonathan Scarlett +1
In the pooled data problem, the goal is to identify the categories associated with a large collection of items via a sequence of pooled tests. Each pooled test reveals the number o…
stat.ML2023★ 1 cited
Mixed Regression via Approximate Message Passing
Nelvin Tan, Ramji Venkataramanan
We study the problem of regression in a generalized linear model (GLM) with multiple signals and latent variables. This model, which we call a matrix GLM, covers many widely studie…