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20222026
most citedHigh-dimensional logistic regression with missing data: Imputation, regularization, and universality

2 citations · 3 across the 8 of their papers we have counts for

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math.ST2025

State evolution beyond first-order methods I: Rigorous predictions and finite-sample guarantees

Michael Celentano, Chen Cheng, Ashwin Pananjady +1

We develop a toolbox for exact analysis of iterative algorithms on a class of high-dimensional nonconvex optimization problems with random data. While prior work has shown that low…

eess.IV2025

Accurate, provable and fast polychromatic tomographic reconstruction: A variational inequality approach

Mengqi Lou, Kabir Aladin Verchand, Sara Fridovich-Keil +1

We consider the problem of signal reconstruction for computed tomography (CT) under a nonlinear forward model that accounts for exponential signal attenuation, a polychromatic X-ra…