Παρακολούθηση
Mohammad Ali Javidian
Mohammad Ali Javidian
Assistant Professor, Appalachian State University
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα appstate.edu - Αρχική σελίδα
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Παρατίθεται από
Παρατίθεται από
Έτος
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
322022
On a hypergraph probabilistic graphical model
MA Javidian, Z Wang, L Lu, M Valtorta
Annals of Mathematics and Artificial Intelligence 88, 1003-1033, 2020
182020
Learning LWF chain graphs: A Markov blanket discovery approach
MA Javidian, M Valtorta, P Jamshidi
Conference on Uncertainty in Artificial Intelligence, 1069-1078, 2020
122020
Transfer Learning for Performance Modeling of Configurable Systems: A Causal Analysis
MA Javidian, P Jamshidi, M Valtorta
https://arxiv.org/abs/1902.10119, 2019
122019
AMP chain graphs: Minimal separators and structure learning algorithms
MA Javidian, M Valtorta, P Jamshidi
Journal of Artificial Intelligence Research 69, 419-470, 2020
112020
Quantum entropic causal inference
MA Javidian, V Aggarwal, F Bao, Z Jacob
Quantum Information and Measurement, F2C. 3, 2021
82021
Learning LWF chain graphs: an order independent algorithm
MA Javidian, M Valtorta, P Jamshidi
arXiv preprint arXiv:2005.14037, 2020
72020
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
72020
On the properties of MVR chain graphs
MA Javidian, M Valtorta
arXiv preprint arXiv:1803.04262, 2018
72018
Accelerating recursive partition-based causal structure learning
MM Rahman, A Rasheed, MM Khan, MA Javidian, P Jamshidi, ...
arXiv preprint arXiv:2102.11545, 2021
52021
Order-independent structure learning of multivariate regression chain graphs
MA Javidian, M Valtorta, P Jamshidi
Scalable Uncertainty Management: 13th International Conference, SUM 2019 …, 2019
52019
Finding minimal separators in ancestral graphs
MA Javidian, M Valtorta
Seventh Causal Inference Workshop at the 34th Conference on Artifical …, 2018
52018
Learning circular hidden quantum Markov models: A tensor network approach
MA Javidian, V Aggarwal, Z Jacob
IEEE Transactions on Quantum Engineering, 2023
42023
CADET: Debugging and fixing misconfigurations using counterfactual reasoning
MS Iqbal, R Krishna, MA Javidian, B Ray, P Jamshidi
arXiv preprint arXiv:2010.06061, 2021
42021
Cadet: Debugging and fixing misconfigurations using counterfactual reasoning
R Krishna, MS Iqbal, MA Javidian, B Ray, P Jamshidi
arXiv preprint arXiv:2010.06061, 2020
42020
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
42018
Structural Learning of Multivariate Regression Chain Graphs via Decomposition
MA Javidian, M Valtorta
https://arxiv.org/abs/1806.00882, 2018
42018
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
42010
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
32021
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