Mohammad Ali Javidian

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Pooyan JamshidiAssistant Professor of Computer Science and Engineering, University of South Carolina, ex-GoogleCorreu electrònic verificat a cse.sc.edu
Marco ValtortaProfessor of Computer Science, University of South CarolinaCorreu electrònic verificat a cse.sc.edu
Md Shahriar IqbalUniversity of South CarolinaCorreu electrònic verificat a email.sc.edu
Baishakhi RayAssociate Professor, Columbia UniversityCorreu electrònic verificat a cs.columbia.edu
Rahul KrishnaStaff Researcher :: IBM Research, Yorktown Heights, NYCorreu electrònic verificat a ibm.com
Vaneet AggarwalPurdue UniversityCorreu electrònic verificat a purdue.edu
Zubin JacobElmore Professor, Electrical and Computer Engineering, Physics (by courtesy), Purdue University, USACorreu electrònic verificat a purdue.edu
Zhiyu WangLouisiana State UniversityCorreu electrònic verificat a lsu.edu
Linyuan LuUniversity of South CarolinaCorreu electrònic verificat a math.sc.edu
Rasoul RamezanianFerdowsi university of MashhadCorreu electrònic verificat a um.ac.ir
Fanglin BaoWestlake UniversityCorreu electrònic verificat a westlake.edu.cn
Md Musfiqur RahmanPh.D. student, Purdue ECECorreu electrònic verificat a purdue.edu
Md. Mamun Or RashidProfessor, University of DhakaCorreu electrònic verificat a cse.du.ac.bd

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Mohammad Ali Javidian

Assistant Professor, Appalachian State University

Correu electrònic verificat a appstate.edu - Pàgina d'inici

Bayesian networks Graphical models Causality Transfer Learning


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
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	22	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
Transfer Learning for Performance Modeling of Configurable Systems: A Causal Analysis MA Javidian, P Jamshidi, M Valtorta https://arxiv.org/abs/1902.10119, 2019	13	2019
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
Quantum entropic causal inference MA Javidian, V Aggarwal, F Bao, Z Jacob Quantum Information and Measurement, F2C. 3, 2021	9	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
CADET: Debugging and fixing misconfigurations using counterfactual reasoning MS Iqbal, R Krishna, MA Javidian, B Ray, P Jamshidi arXiv preprint arXiv:2010.06061, 2021	6	2021
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
Cadet: Debugging and fixing misconfigurations using counterfactual reasoning R Krishna, MS Iqbal, MA Javidian, B Ray, P Jamshidi arXiv preprint arXiv:2010.06061, 2020	5	2020
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
Scalable causal domain adaptation MA Javidian, O Pandey, P Jamshidi arXiv preprint arXiv:2103.00139, 2021	4	2021
Avoiding Social Disappointment in Elections MA Javidian, P Jamshidi, R Ramezanian Proceedings of the 18th International Conference on Autonomous Agents and …, 2019	4*	2019
Properties, Learning Algorithms, and Applications of Chain Graphs and Bayesian Hypergraphs MA Javidian University of South Carolina, 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

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