Visual Exploration of Large-Scale Image Datasets for Machine Learning with Treemaps

Donald Bertucci, Md Montaser Hamid, Yashwanthi Anand, Anita Ruangrotsakun, Delyar Tabatabai, Melissa Perez, and Minsuk Kahng. VIS 2022 (To Appear). [arxiv]

Beyond Value: CheckList for Testing Inferences in Planning-Based RL

Kin-Ho Lam, Delyar Tabatabai, Jed Irvine, Donald Bertucci, Anita Ruangrotsakun, Minsuk Kahng, and Alan Fern. ICAPS 2022 (To Appear). [pdf]

"Why did my AI agent lose?": Visual Analytics for Scaling Up AAR/AI

Delyar Tabatabai, Anita Ruangrotsakun, Jed Irvine, Jonathan Dodge, Zeyad Shureih, Kin-Ho Lam, Margaret Burnett, Alan Fern, and Minsuk Kahng. IEEE VIS 2021. [doi] [pdf]

"No Clear Winner" to an Effective XAI Process: An Empirical Journey

Jonathan Dodge, Andrew Anderson, Roli Khanna, Jed Irvine, Rupika Dikkala, Kin-Ho Lam, Delyar Tabatabai, Anita Ruangrotsakun, Zeyad Shureih, Minsuk Kahng, Alan Fern, and Margaret Burnett. AI Letters 2021. [doi] [pdf]