Md. Musfiqur Rahman

According to our database, Md. Musfiqur Rahman authored at least 7 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Conditional Generative Models are Sufficient to Sample from Any Causal Effect Estimand.

Md. Musfiqur Rahman, Matt Jordan, Murat Kocaoglu

CoRR, 2024

Modular Learning of Deep Causal Generative Models for High-dimensional Causal Inference.

Md. Musfiqur Rahman, Murat Kocaoglu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Finding Invariant Predictors Efficiently via Causal Structure.

Kenneth Lee, Md. Musfiqur Rahman, Murat Kocaoglu

Proceedings of the Uncertainty in Artificial Intelligence, 2023

2021

Speeding up distributed pseudo-tree optimization procedures with cross edge consistency to solve DCOPs.

Mashrur Rashik, Md. Musfiqur Rahman, Md. Mosaddek Khan, Md. Mamun-Or-Rashid, Long Tran-Thanh, Nicholas R. Jennings

Appl. Intell., 2021

Accelerating Recursive Partition-Based Causal Structure Learning.

Md. Musfiqur Rahman, Ayman Rasheed, Md. Mosaddek Khan, Mohammad Ali Javidian, Pooyan Jamshidi, Md. Mamun-Or-Rashid

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020

Improving Solution Quality of Bounded Max-Sum Algorithm to Solve DCOPs involving Hard and Soft Constraints.

Md. Musfiqur Rahman, Mashrur Rashik, Md. Mamun-Or-Rashid, Md. Mosaddek Khan

CoRR, 2020

2019

Speeding Up Distributed Pseudo-tree Optimization Procedure with Cross Edge Consistency to Solve DCOPs.

Mashrur Rashik, Md. Musfiqur Rahman, Md. Mamun-Or-Rashid, Md. Mosaddek Khan

CoRR, 2019