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Ramji Venkataramanan

Quantitative Group Testing and Pooled Data in the Linear Regime with Sublinear Tests

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Aug 01, 2024
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Inferring Change Points in High-Dimensional Linear Regression via Approximate Message Passing

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Apr 11, 2024
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Coded Many-User Multiple Access via Approximate Message Passing

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Feb 08, 2024
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Approximate Message Passing with Rigorous Guarantees for Pooled Data and Quantitative Group Testing

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Sep 27, 2023
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Bayes-Optimal Estimation in Generalized Linear Models via Spatial Coupling

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Sep 15, 2023
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Spectral Estimators for Structured Generalized Linear Models via Approximate Message Passing

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Aug 28, 2023
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Mixed Regression via Approximate Message Passing

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Apr 05, 2023
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Statistical-Computational Tradeoffs in Mixed Sparse Linear Regression

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Mar 03, 2023
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Precise Asymptotics for Spectral Methods in Mixed Generalized Linear Models

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Dec 09, 2022
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Sketching sparse low-rank matrices with near-optimal sample- and time-complexity

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May 18, 2022
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