Armeen Taeb

According to our database, Armeen Taeb authored at least 10 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

An Asymptotically Optimal Coordinate Descent Algorithm for Learning Bayesian Networks from Gaussian Models.

Tong Xu, Simge Küçükyavuz, Ali Shojaie, Armeen Taeb

J. Mach. Learn. Res., 2025

Extremal graphical modeling with latent variables via convex optimization.

Sebastian Engelke, Armeen Taeb

J. Mach. Learn. Res., 2025

2024

Learning and scoring Gaussian latent variable causal models with unknown additive interventions.

Armeen Taeb, Juan L. Gamella, Christina Heinze-Deml, Peter Bühlmann

J. Mach. Learn. Res., 2024

A spectral method for multi-view subspace learning using the product of projections.

Renat Sergazinov, Armeen Taeb, Irina Gaynanova

CoRR, 2024

2023

Causality-oriented robustness: exploiting general additive interventions.

Xinwei Shen, Peter Bühlmann, Armeen Taeb

CoRR, 2023

2022

Provable concept learning for interpretable predictions using variational inference.

Armeen Taeb, Nicolò Ruggeri, Carina Schnuck, Fanny Yang

CoRR, 2022

2020

Learning Exponential Family Graphical Models with Latent Variables using Regularized Conditional Likelihood.

Armeen Taeb, Parikshit Shah, Venkat Chandrasekaran

CoRR, 2020

2018

Interpreting latent variables in factor models via convex optimization.

Armeen Taeb, Venkat Chandrasekaran

Math. Program., 2018

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

Maximin Analysis of Message Passing Algorithms for Recovering Block Sparse Signals

Armeen Taeb, Arian Maleki, Christoph Studer, Richard G. Baraniuk

CoRR, 2013