Maximin Analysis of Message Passing Algorithms for Recovering Block Sparse Signals - Armeen Taeb; Arian Maleki; Christoph Studer; Richard G. Baraniuk (CoRR, 2013)

Visual stylometry using background selection and wavelet-HMT-based Fisher information distances for attribution and dating of impressionist paintings. - Hanchao Qi; Armeen Taeb; Shannon M. Hughes (Signal Process., 2013)

Interpreting latent variables in factor models via convex optimization. - Armeen Taeb; Venkat Chandrasekaran (Math. Program., 2018)

Learning Exponential Family Graphical Models with Latent Variables using Regularized Conditional Likelihood. - Armeen Taeb; Parikshit Shah; Venkat Chandrasekaran (CoRR, 2020)

Provable concept learning for interpretable predictions using variational inference. - Armeen Taeb; Nicolò Ruggeri; Carina Schnuck; Fanny Yang (CoRR, 2022)

Causality-oriented robustness: exploiting general additive interventions. - Xinwei Shen; Peter Bühlmann; Armeen Taeb (CoRR, 2023)

An Asymptotically Optimal Coordinate Descent Algorithm for Learning Bayesian Networks from Gaussian Models. - Tong Xu; Armeen Taeb; Simge Küçükyavuz; Ali Shojaie (CoRR, 2024)

A spectral method for multi-view subspace learning using the product of projections. - Renat Sergazinov; Armeen Taeb; Irina Gaynanova (CoRR, 2024)