Fazeli-Asl, Forough

4 publications

TMLR 2026 A Bayesian Bootstrap Framework for Mutual Information Neural Estimation: Bridging Classical Mutual Information Learning and Bayesian Nonparametric Learning Forough Fazeli-Asl, Michael Minyi Zhang, Linglong Kong, Bei Jiang

ICLR 2026 A Bayesian Nonparametric Framework for Private, Fair, and Balanced Tabular Data Synthesis Forough Fazeli-Asl, Michael Minyi Zhang, Linglong Kong, Bei Jiang

TMLR 2024 A Semi-Bayesian Nonparametric Estimator of the Maximum Mean Discrepancy Measure: Applications in Goodness-of-Fit Testing and Generative Adversarial Networks Forough Fazeli-Asl, Michael Minyi Zhang, Lizhen Lin

NeurIPSW 2024 Bayesian Nonparametric Learning Using the Maximum Mean Discrepancy Measure for Synthetic Data Generation Forough Fazeli-Asl, Michael Minyi Zhang, Lizhen Lin