Mohammad Ali Javidian
Mohammad Ali Javidian
Postdoctoral researcher, Purdue University
Verified email at purdue.edu - Homepage
Title
Cited by
Cited by
Year
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
Transfer Learning for Performance Modeling of Configurable Systems: A Causal Analysis
MA Javidian, P Jamshidi, M Valtorta
https://arxiv.org/abs/1902.10119, 2019
62019
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
52020
Learning LWF Chain Graphs: an Order Independent Algorithm
MA Javidian, M Valtorta, P Jamshidi
arXiv preprint arXiv:2005.14037, 2020
52020
On the properties of MVR chain graphs
MA Javidian, M Valtorta
arXiv preprint arXiv:1803.04262, 2018
52018
Finding minimal separators in ancestral graphs
MA Javidian, M Valtorta
Seventh Causal Inference Workshop at the 34th Conference on Artifical …, 2018
52018
AMP chain graphs: Minimal separators and structure learning algorithms
MA Javidian, M Valtorta, P Jamshidi
Journal of Artificial Intelligence Research 69, 419-470, 2020
42020
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
Structural Learning of Multivariate Regression Chain Graphs via Decomposition
MA Javidian, M Valtorta
https://arxiv.org/abs/1806.00882, 2018
32018
CADET: A systematic method for debugging misconfigurations using counterfactual reasoning
R Krishna, M Shahriar Iqbal, MA Javidian, B Ray, P Jamshidi
arXiv e-prints, arXiv: 2010.06061, 2020
22020
Quantum entropic causal inference
MA Javidian, V Aggarwal, F Bao, Z Jacob
arXiv preprint arXiv:2102.11764, 2021
12021
Properties, Learning Algorithms, and Applications of Chain Graphs and Bayesian Hypergraphs
MA Javidian
PQDT-Global, 2019
12019
A decomposition-based algorithm for learning the structure of multivariate regression chain graphs
MA Javidian, M Valtorta
International Journal of Approximate Reasoning, 2021
2021
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
2021
An Order-Independent Algorithm for Learning Chain Graphs
MA Javidian, M Valtorta, P Jamshidi
The International FLAIRS Conference Proceedings 34 (1), 2021
2021
Scalable Causal Transfer Learning
MA Javidian, O Pandey, P Jamshidi
arXiv preprint arXiv:2103.00139, 2021
2021
Accelerating Recursive Partition-Based Causal Structure Learning
M Rahman, A Rasheed, M Khan, MA Javidian, P Jamshidi, ...
arXiv preprint arXiv:2102.11545, 2021
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
2020
Avoiding Social Disappointment in Elections
RR Mohammad Ali Javidian, Pooyan Jamshidi
https://arxiv.org/abs/1801.05911, 2019
2019
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