| Unicorn: Reasoning about configurable system performance through the lens of causality MS Iqbal, R Krishna, MA Javidian, B Ray, P Jamshidi Proceedings of the Seventeenth European Conference on Computer Systems, 199-217, 2022 | 33 | 2022 |
| On a hypergraph probabilistic graphical model MA Javidian, Z Wang, L Lu, M Valtorta Annals of Mathematics and Artificial Intelligence 88, 1003-1033, 2020 | 19 | 2020 |
| Learning LWF chain graphs: A Markov blanket discovery approach MA Javidian, M Valtorta, P Jamshidi Conference on Uncertainty in Artificial Intelligence, 1069-1078, 2020 | 13 | 2020 |
| AMP chain graphs: Minimal separators and structure learning algorithms MA Javidian, M Valtorta, P Jamshidi Journal of Artificial Intelligence Research 69, 419-470, 2020 | 12 | 2020 |
| Transfer Learning for Performance Modeling of Configurable Systems: A Causal Analysis MA Javidian, P Jamshidi, M Valtorta https://arxiv.org/abs/1902.10119, 2019 | 12 | 2019 |
| Quantum entropic causal inference MA Javidian, V Aggarwal, F Bao, Z Jacob Quantum Information and Measurement, F2C. 3, 2021 | 8 | 2021 |
| Learning LWF chain graphs: an order independent algorithm MA Javidian, M Valtorta, P Jamshidi arXiv preprint arXiv:2005.14037, 2020 | 7 | 2020 |
| Cadet: A systematic method for debugging misconfigurations using counterfactual reasoning R Krishna, MS Iqbal, MA Javidian, B Ray, P Jamshidi arXiv preprint arxiv:2010.06061, 2020 | 7 | 2020 |
| On the properties of MVR chain graphs MA Javidian, M Valtorta arXiv preprint arXiv:1803.04262, 2018 | 7 | 2018 |
| Order-independent structure learning of multivariate regression chain graphs MA Javidian, M Valtorta, P Jamshidi Scalable Uncertainty Management: 13th International Conference, SUM 2019 …, 2019 | 6 | 2019 |
| Accelerating recursive partition-based causal structure learning MM Rahman, A Rasheed, MM Khan, MA Javidian, P Jamshidi, ... arXiv preprint arXiv:2102.11545, 2021 | 5 | 2021 |
| Finding minimal separators in ancestral graphs MA Javidian, M Valtorta Seventh Causal Inference Workshop at the 34th Conference on Artifical …, 2018 | 5 | 2018 |
| Learning circular hidden quantum Markov models: A tensor network approach MA Javidian, V Aggarwal, Z Jacob IEEE Transactions on Quantum Engineering, 2023 | 4 | 2023 |
| CADET: Debugging and fixing misconfigurations using counterfactual reasoning MS Iqbal, R Krishna, MA Javidian, B Ray, P Jamshidi arXiv preprint arXiv:2010.06061, 2021 | 4 | 2021 |
| Cadet: Debugging and fixing misconfigurations using counterfactual reasoning R Krishna, MS Iqbal, MA Javidian, B Ray, P Jamshidi arXiv preprint arXiv:2010.06061, 2020 | 4 | 2020 |
| Avoiding Social Disappointment in Elections MA Javidian, P Jamshidi, R Ramezanian Proceedings of the 18th International Conference on Autonomous Agents and …, 2019 | 4* | 2019 |
| Finding Minimal Separators in LWF Chain Graphs MA Javidian, M Valtorta Proceedings of Machine Learning Research 72, 193-200, 2018 | 4 | 2018 |
| Structural Learning of Multivariate Regression Chain Graphs via Decomposition MA Javidian, M Valtorta https://arxiv.org/abs/1806.00882, 2018 | 4 | 2018 |
| Baishakhi Ray, and Pooyan Jamshidi. 2021. CADET: Debugging and Fixing Misconfigurations using Counterfactual Reasoning MS Iqbal, R Krishna, MA Javidian arXiv preprint arXiv:2010.06061, 2010 | 4 | 2010 |
| A decomposition-based algorithm for learning the structure of multivariate regression chain graphs MA Javidian, M Valtorta International Journal of Approximate Reasoning 136, 66-85, 2021 | 3 | 2021 |
Pooyan JamshidiAssistant Professor of Computer Science and Engineering, University of South Carolina, ex-GoogleVerified email at cse.sc.edu
