| 2025 | AISTATS | SINE: Scalable MPE Inference for Probabilistic Graphical Models using Advanced Neural Embeddings. | Shivvrat Arya, Tahrima Rahman, Vibhav Gogate |
| 2024 | AAAI | Neural Network Approximators for Marginal MAP in Probabilistic Circuits. | Shivvrat Arya, Tahrima Rahman, Vibhav Gogate |
| 2024 | AISTATS | Learning to Solve the Constrained Most Probable Explanation Task in Probabilistic Graphical Models. | Shivvrat Arya, Tahrima Rahman, Vibhav Gogate |
| 2022 | AISTATS | Conditionally Tractable Density Estimation using Neural Networks. | Hailiang Dong, Chiradeep Roy, Tahrima Rahman, Vibhav Gogate, Nicholas Ruozzi |
| 2022 | UAI | Robust learning of tractable probabilistic models. | Rohith Peddi, Tahrima Rahman, Vibhav Gogate |
| 2021 | AISTATS | Dynamic Cutset Networks. | Chiradeep Roy, Tahrima Rahman, Hailiang Dong, Nicholas Ruozzi, Vibhav Gogate |
| 2021 | IUI | 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 |
| 2020 | CHI | 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 |
| 2019 | ICML | Look Ma, No Latent Variables: Accurate Cutset Networks via Compilation. | Tahrima Rahman, Shasha Jin, Vibhav Gogate |
| 2019 | IJCAI | Cutset Bayesian Networks: A New Representation for Learning Rao-Blackwellised Graphical Models. | Tahrima Rahman, Shasha Jin, Vibhav Gogate |
| 2019 | IUI | Explainable Activity Recognition in Videos. | Chiradeep Roy, Mahesh Shanbhag, Mahsan Nourani, Tahrima Rahman, Samia Kabir, Vibhav Gogate, Nicholas Ruozzi, Eric D. Ragan |
| 2018 | IJCAI | Algorithms for the Nearest Assignment Problem. | Sara Rouhani, Tahrima Rahman, Vibhav Gogate |
| 2016 | AAAI | Learning Ensembles of Cutset Networks. | Tahrima Rahman, Vibhav Gogate |
| 2016 | UAI | Merging Strategies for Sum-Product Networks: From Trees to Graphs. | Tahrima Rahman, Vibhav Gogate |