Armeen Taeb

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 4

Top Topics

Variational Inference

Exponential Family

Graphical Models

Clique Potentials

Top Venues

Signal Process.

Publications

Xinwei Shen, Peter Bühlmann, Armeen Taeb
Causality-oriented robustness: exploiting general additive interventions. CoRR (2023)
Armeen Taeb, Nicolò Ruggeri, Carina Schnuck, Fanny Yang
Provable concept learning for interpretable predictions using variational inference. CoRR (2022)
Armeen Taeb, Parikshit Shah, Venkat Chandrasekaran
Learning Exponential Family Graphical Models with Latent Variables using Regularized Conditional Likelihood. CoRR (2020)
Armeen Taeb, Venkat Chandrasekaran
Interpreting latent variables in factor models via convex optimization. Math. Program. 167 (1) (2018)
Armeen Taeb, Arian Maleki, Christoph Studer, Richard G. Baraniuk
Maximin Analysis of Message Passing Algorithms for Recovering Block Sparse Signals CoRR (2013)
Hanchao Qi, Armeen Taeb, Shannon M. Hughes
Visual stylometry using background selection and wavelet-HMT-based Fisher information distances for attribution and dating of impressionist paintings. Signal Process. 93 (3) (2013)