Fatemeh Rahimian
About me
I am a researcher in the field of big data analytics and large scale systems. Previously, I was a machine learning scientist at the University of Oxford (2017-2018) and a senior researcher at the Swedish Institute of Computer Science (2014-2017). I got my PhD on "Gossip-based algorithms for information dissemination and graph clustering" from KTH in May 2014.
My research interests include:
- Machine learning and deep learning for representation learning
- Generative models and causal inference
- Data clustering
- Graph analytics
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Selected publications:
- in journals:
- Tran J., Norton R., Conrad N., Rahimian F., Canoy D., Nazarzadeh M., Rahimi K., Patterns and temporal trends of comorbidity among adult patients with incident cardiovascular disease in the UK between 2000 and 2014: A population-based cohort study. PLoS Med. 2018; 15(3):e1002513. pmid:29509757.
- Rahimian, F., Payberah, A.H., Girdzijauskas, S., Jelasity, M., and Haridi, S., A Distributed Algorithm For Large-Scale Graph Partitioning. ACM Transactions on Autonomous and Adaptive Systems (TAAS), 10(2), pp. 1–24, 2015.
- Payberah, A.H., Dowling, J., Rahimian, F., and Haridi, S., Distributed Optimization Of P2P Live Streaming Overlays. The Springer Computing Journal, Special Issue on Extreme Distributed Systems: From Large Scale to Complexity, 94(8), pp. 621–647, 2012.
- in conferences:
- Soliman, A., Rahimian, F., Girdzijauskas, S., Stad: Stateful Diffusion for Linear Time Community Detection. International Conference on Distributed Computing Systems (ICDCS), 2018.
- Ghoorchian, K., Girdzijauskas, S., Rahimian, F.. DeGPar: Large Scale Topic Detection Using Node-Cut Partitioning on Dense Weighted Graphs. International Conference on Distributed Computing Systems (ICDCS), 2017.
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Peiro Sajjad, P., Payberah, A.H., Rahimian, F., Vlassov, V., Haridi, S., Boosting vertex-cut partitioning for streaming graphs. IEEE International Congress on Big Data (BigData Congress), pp. 1–8, 2016. Best Paper Award.
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Rahimian, F., Payberah, A.H., Girdzijauskas, S., Jelasity, M., and Haridi, S., JA-BE-JA: A Distributed Algorithm For Balanced Graph Partitioning. IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO), pp. 51–60, 2013. Best Paper Award.
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Rahimian, F., Girdzijauskas, S., Payberah, A.H., and Haridi, S., Vitis: A Gossip-Based Hybrid Overlay For Internet-Scale Publish/Subscribe. IEEE International Parallel and Distributed Processing Symposium (IPDPS), pp. 746–757, 2011.