Mohammad Ali Javidian

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 28

Top Topics

Structural Learning

Directed Acyclic Graph

Conditional Independence

Top Venues

Ann. Math. Artif. Intell.

Int. J. Approx. Reason.

Publications

Md Shahriar Iqbal, Rahul Krishna, Mohammad Ali Javidian, Baishakhi Ray, Pooyan Jamshidi
Unicorn: reasoning about configurable system performance through the lens of causality. EuroSys (2022)
Md Shahriar Iqbal, Rahul Krishna, Mohammad Ali Javidian, Baishakhi Ray, Pooyan Jamshidi
Unicorn: Reasoning about Configurable System Performance through the lens of Causality. CoRR (2022)
Mohammad Ali Javidian, Marco Valtorta
A decomposition-based algorithm for learning the structure of multivariate regression chain graphs. Int. J. Approx. Reason. 136 (2021)
Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi
An Order-Independent Algorithm for Learning Chain Graphs. FLAIRS Conference (2021)
Md. Musfiqur Rahman, Ayman Rasheed, Md. Mosaddek Khan, Mohammad Ali Javidian, Pooyan Jamshidi, Md. Mamun-Or-Rashid
Accelerating Recursive Partition-Based Causal Structure Learning. CoRR (2021)
Mohammad Ali Javidian, Vaneet Aggarwal, Zubin Jacob
Quantum Causal Inference in the Presence of Hidden Common Causes: an Entropic Approach. CoRR (2021)
Mohammad Ali Javidian, Vaneet Aggarwal, Fanglin Bao, Zubin Jacob
Quantum Entropic Causal Inference. CoRR (2021)
Mohammad Ali Javidian, Om Pandey, Pooyan Jamshidi
Scalable Causal Transfer Learning. CoRR (2021)
Md. Musfiqur Rahman, Ayman Rasheed, Md. Mosaddek Khan, Mohammad Ali Javidian, Pooyan Jamshidi, Md. Mamun-Or-Rashid
Accelerating Recursive Partition-Based Causal Structure Learning. AAMAS (2021)
Mohammad Ali Javidian, Vaneet Aggarwal, Zubin Jacob
Learning Circular Hidden Quantum Markov Models: A Tensor Network Approach. CoRR (2021)
Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi
AMP Chain Graphs: Minimal Separators and Structure Learning Algorithms. J. Artif. Intell. Res. 69 (2020)
Mohammad Ali Javidian, Zhiyu Wang, Linyuan Lu, Marco Valtorta
On a hypergraph probabilistic graphical model. Ann. Math. Artif. Intell. 88 (9) (2020)
Rahul Krishna, Md Shahriar Iqbal, Mohammad Ali Javidian, Baishakhi Ray, Pooyan Jamshidi
CADET: A Systematic Method For Debugging Misconfigurations using Counterfactual Reasoning. CoRR (2020)
Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi
Learning LWF Chain Graphs: A Markov Blanket Discovery Approach. CoRR (2020)
Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi
Learning LWF Chain Graphs: A Markov Blanket Discovery Approach. UAI (2020)
Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi
AMP Chain Graphs: Minimal Separators and Structure Learning Algorithms. CoRR (2020)
Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi
Learning LWF Chain Graphs: an Order Independent Algorithm. CoRR (2020)
Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi
Order-Independent Structure Learning of Multivariate Regression Chain Graphs. CoRR (2019)
Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi
Order-Independent Structure Learning of Multivariate Regression Chain Graphs. SUM (2019)
Mohammad Ali Javidian, Pooyan Jamshidi, Rasoul Ramezanian
Avoiding Social Disappointment in Elections. AAMAS (2019)
Mohammad Ali Javidian, Pooyan Jamshidi, Marco Valtorta
Transfer Learning for Performance Modeling of Configurable Systems: A Causal Analysis. CoRR (2019)
Mohammad Ali Javidian, Marco Valtorta
Finding Minimal Separators in LWF Chain Graphs. PGM (2018)
Mohammad Ali Javidian, Marco Valtorta
A Proof of the Front-Door Adjustment Formula. CoRR (2018)
Mohammad Ali Javidian, Linyuan Lu, Marco Valtorta, Zhiyu Wang
On a hypergraph probabilistic graphical model. CoRR (2018)
Mohammad Ali Javidian, Marco Valtorta
Structural Learning of Multivariate Regression Chain Graphs via Decomposition. CoRR (2018)
Mohammad Ali Javidian, Marco Valtorta
Comment on: Decomposition of structural learning about directed acyclic graphs [1]. CoRR (2018)
Rasoul Ramezanian, Mohammad Ali Javidian
How can social planners prevent disappointment in an election? CoRR (2018)
Mohammad Ali Javidian, Marco Valtorta
The evolution of multivariate regression chain graphs. CoRR (2018)
Mohammad Ali Javidian, Rasoul Ramezanian
Disappointment in Social Choice Protocols CoRR (2013)