22 citations · 32 across the 13 of their papers we have counts for
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stat.ML2026
Priors learned from legacy reconstructions inherit undetectable overconfidence
Ali Siahkoohi, Sina Alemohammad
Where truths are scarce (e.g., seismic and medical imaging), learned priors in ill-posed inverse problems are trained on archives of legacy reconstructions---i.e., an older method'…
stat.ML2018★ 2 cited
Recovering Quantized Data with Missing Information Using Bilinear Factorization and Augmented Lagrangian Method
Ashkan Esmaeili, Kayhan Behdin, Sina Al-E-Mohammad +1
In this paper, we propose a novel approach in order to recover a quantized matrix with missing information. We propose a regularized convex cost function composed of a log-likeliho…