Amini, Arash

9 publications

TMLR 2025 A Max-Min Approach to the Worst-Case Class Separation Problem Mohammad Mahdi Omati, Prabhu Babu, Petre Stoica, Arash Amini

AISTATS 2022 On Perfectness in Gaussian Graphical Models Arash Amini, Bryon Aragam, Qing Zhou

NeurIPS 2022 Target Alignment in Truncated Kernel Ridge Regression Arash Amini, Richard Baumgartner, Dai Feng

NeurIPS 2021 Label Consistency in Overfitted Generalized $k$-Means Linfan Zhang, Arash Amini

NeurIPS 2020 The Potts-Ising Model for Discrete Multivariate Data Zahra Razaee, Arash Amini

NeurIPS 2019 Globally Optimal Score-Based Learning of Directed Acyclic Graphs in High-Dimensions Bryon Aragam, Arash Amini, Qing Zhou

AISTATS 2019 Sparse Multivariate Bernoulli Processes in High Dimensions Parthe Pandit, Mojtaba Sahraee-Ardakan, Arash Amini, Sundeep Rangan, Alyson K. Fletcher

NeurIPS 2017 Variable Importance Using Decision Trees Jalil Kazemitabar, Arash Amini, Adam Bloniarz, Ameet S Talwalkar

NeurIPS 2013 Bayesian Inference as Iterated Random Functions with Applications to Sequential Inference in Graphical Models Arash Amini, Xuanlong Nguyen