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Mohammad Ali Javidian
Mohammad Ali Javidian
Assistant Professor, Appalachian State University
Verified email at appstate.edu - Homepage
Title
Cited by
Cited by
Year
On a hypergraph probabilistic graphical model
MA Javidian, Z Wang, L Lu, M Valtorta
Annals of Mathematics and Artificial Intelligence 88 (9), 1003-1033, 2020
112020
Transfer Learning for Performance Modeling of Configurable Systems: A Causal Analysis
MA Javidian, P Jamshidi, M Valtorta
https://arxiv.org/abs/1902.10119, 2019
92019
AMP chain graphs: Minimal separators and structure learning algorithms
MA Javidian, M Valtorta, P Jamshidi
Journal of Artificial Intelligence Research 69, 419-470, 2020
62020
Learning LWF chain graphs: A Markov blanket discovery approach
MA Javidian, M Valtorta, P Jamshidi
Conference on Uncertainty in Artificial Intelligence, 1069-1078, 2020
62020
On the properties of MVR chain graphs
MA Javidian, M Valtorta
arXiv preprint arXiv:1803.04262, 2018
62018
Learning LWF chain graphs: an order independent algorithm
MA Javidian, M Valtorta, P Jamshidi
arXiv preprint arXiv:2005.14037, 2020
52020
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
52020
Finding minimal separators in ancestral graphs
MA Javidian, M Valtorta
Seventh Causal Inference Workshop at the 34th Conference on Artifical …, 2018
52018
Order-independent structure learning of multivariate regression chain graphs
MA Javidian, M Valtorta, P Jamshidi
International Conference on Scalable Uncertainty Management, 324-338, 2019
42019
Finding Minimal Separators in LWF Chain Graphs
MA Javidian, M Valtorta
Proceedings of Machine Learning Research 72, 193-200, 2018
42018
Quantum entropic causal inference
MA Javidian, V Aggarwal, F Bao, Z Jacob
Quantum Information and Measurement, F2C. 3, 2021
32021
Baishakhi Ray, and Pooyan Jamshidi. 2020. CADET: A Systematic Method For Debugging Misconfigurations using Counterfactual Reasoning
R Krishna, MS Iqbal, MA Javidian
arXiv preprint arXiv:2010.06061, 2020
32020
Structural Learning of Multivariate Regression Chain Graphs via Decomposition
MA Javidian, M Valtorta
https://arxiv.org/abs/1806.00882, 2018
32018
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
22021
Baishakhi Ray, and Pooyan Jamshidi
R Krishna, MS Iqbal, MA Javidian
CADET: A systematic method for debugging misconfigurations using …, 2020
22020
Baishakhi Ray, and Pooyan Jamshidi.[nd]
MS Iqbal, R Krishna, MA Javidian
CADET: A Systematic Method For Debugging Misconfigurations using …, 0
2
Learning Circular Hidden Quantum Markov Models: A Tensor Network Approach
MA Javidian, V Aggarwal, Z Jacob
arXiv preprint arXiv:2111.01536, 2021
12021
Quantum causal inference in the presence of hidden common causes: an entropic approach
MA Javidian, V Aggarwal, Z Jacob
arXiv preprint arXiv:2104.13227, 2021
12021
Accelerating Recursive Partition-Based Causal Structure Learning
M Rahman, A Rasheed, M Khan, MA Javidian, P Jamshidi, ...
arXiv preprint arXiv:2102.11545, 2021
12021
CADET: Debugging and Fixing Misconfigurations using Counterfactual Reasoning
R Krishna, MS Iqbal, MA Javidian, B Ray, P Jamshidi
arXiv preprint arXiv:2010.06061, 2020
12020
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