Generating Counterfactual Explanations For Causal Inference in Breast Cancer Treatment Response. - Siqiong Zhou; Nicholaus Pfeiffer; Upala J. Islam; Imon Banerjee; Bhavika K. Patel; Ashif Sikandar Iquebal (CASE, 2022)

Dynamic Exploration-Exploitation Trade-Off in Active Learning Regression with Bayesian Hierarchical Modeling. - Upala Junaida Islam; Kamran Paynabar; George Runger; Ashif Sikandar Iquebal (CoRR, 2023)

SCGAN: Sparse CounterGAN for Counterfactual Explanations in Breast Cancer Prediction. - Siqiong Zhou; Upala J. Islam; Nicholaus Pfeiffer; Imon Banerjee; Bhavika K. Patel; Ashif Sikandar Iquebal (IEEE Trans Autom. Sci. Eng., 2024)