Structure Learning Using Forced Pruning. - Ahmed Abdelatty; Pracheta Sahoo; Chiradeep Roy (CoRR, 2018)

Explainable Activity Recognition in Videos. - Chiradeep Roy; Mahesh Shanbhag; Mahsan Nourani; Tahrima Rahman; Samia Kabir; Vibhav Gogate; Nicholas Ruozzi; Eric D. Ragan (IUI Workshops, 2019)

Investigating the Importance of First Impressions and Explainable AI with Interactive Video Analysis. - Mahsan Nourani; Donald R. Honeycutt; Jeremy E. Block; Chiradeep Roy; Tahrima Rahman; Eric D. Ragan; Vibhav Gogate (CHI Extended Abstracts, 2020)

Don't Explain without Verifying Veracity: An Evaluation of Explainable AI with Video Activity Recognition. - Mahsan Nourani; Chiradeep Roy; Tahrima Rahman; Eric D. Ragan; Nicholas Ruozzi; Vibhav Gogate (CoRR, 2020)

Dynamic Cutset Networks. - Chiradeep Roy; Tahrima Rahman; Hailiang Dong; Nicholas Ruozzi; Vibhav Gogate (AISTATS, 2021)

Anchoring Bias Affects Mental Model Formation and User Reliance in Explainable AI Systems. - Mahsan Nourani; Chiradeep Roy; Jeremy E. Block; Donald R. Honeycutt; Tahrima Rahman; Eric D. Ragan; Vibhav Gogate (IUI, 2021)

Conditionally Tractable Density Estimation using Neural Networks. - Hailiang Dong; Chiradeep Roy; Tahrima Rahman; Vibhav Gogate; Nicholas Ruozzi (AISTATS, 2022)

DETOXER: A Visual Debugging Tool With Multiscope Explanations for Temporal Multilabel Classification. - Mahsan Nourani; Chiradeep Roy; Donald R. Honeycutt; Eric D. Ragan; Vibhav Gogate (IEEE Computer Graphics and Applications, 2022)

On the Importance of User Backgrounds and Impressions: Lessons Learned from Interactive AI Applications. - Mahsan Nourani; Chiradeep Roy; Jeremy E. Block; Donald R. Honeycutt; Tahrima Rahman; Eric D. Ragan; Vibhav Gogate (ACM Trans. Interact. Intell. Syst., 2022)

Explainable Activity Recognition in Videos using Deep Learning and Tractable Probabilistic Models. - Chiradeep Roy; Mahsan Nourani; Shivvrat Arya; Mahesh Shanbhag; Tahrima Rahman; Eric D. Ragan; Nicholas Ruozzi; Vibhav Gogate (ACM Trans. Interact. Intell. Syst., 2023)