Armeen Taeb

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
An Asymptotically Optimal Coordinate Descent Algorithm for Learning Bayesian Networks from Gaussian Models.
J. Mach. Learn. Res.
Tong Xu, Simge Küçükyavuz, Ali Shojaie, Armeen Taeb
2025 J jnl
Extremal graphical modeling with latent variables via convex optimization.
J. Mach. Learn. Res.
Sebastian Engelke, Armeen Taeb
2024 J jnl
A spectral method for multi-view subspace learning using the product of projections.
CoRR
Renat Sergazinov, Armeen Taeb, Irina Gaynanova
2024 J jnl
An Asymptotically Optimal Coordinate Descent Algorithm for Learning Bayesian Networks from Gaussian Models.
CoRR
Tong Xu, Armeen Taeb, Simge Küçükyavuz, Ali Shojaie
2024 J jnl
Learning and scoring Gaussian latent variable causal models with unknown additive interventions.
J. Mach. Learn. Res.
Armeen Taeb, Juan L. Gamella, Christina Heinze-Deml, Peter Bühlmann
2023 J jnl
Causality-oriented robustness: exploiting general additive interventions.
CoRR
Xinwei Shen, Peter Bühlmann, Armeen Taeb
2022 J jnl
Provable concept learning for interpretable predictions using variational inference.
CoRR
Armeen Taeb, Nicolò Ruggeri, Carina Schnuck, Fanny Yang
2020 J jnl
Learning Exponential Family Graphical Models with Latent Variables using Regularized Conditional Likelihood.
CoRR
Armeen Taeb, Parikshit Shah, Venkat Chandrasekaran
2018 J jnl
Interpreting latent variables in factor models via convex optimization.
Math. Program.
Armeen Taeb, Venkat Chandrasekaran
2013 J jnl
Maximin Analysis of Message Passing Algorithms for Recovering Block Sparse Signals
CoRR
Armeen Taeb, Arian Maleki, Christoph Studer, Richard G. Baraniuk
2013 J jnl
Visual stylometry using background selection and wavelet-HMT-based Fisher information distances for attribution and dating of impressionist paintings.
Signal Process.
Hanchao Qi, Armeen Taeb, Shannon M. Hughes