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Pedram Rooshenas
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A. Rooshenas and D. Lowd, Discriminative Structure Learning of Arithmetic Circuits , to be appear in Proc. of 19th International Conference on Artificial Intelligence and Statistics (AISTATS), 2016. [PDF ]
D. Lowd and A. Rooshenas, The Libra Toolkit for Probabilistic Models, arXiv preprint, arXiv: arXiv:1504.00110 [cs.LG], 2015. [PDF]
A. Rooshenas and D. Lowd, Learning Sum-Product Networks with Direct and Indirect Variable Interactions, In Proc. of the Thirty-First International Conference on Machine Learning (ICML 2014). [PDF [Learned models]
A. Rooshenas and D. Lowd, Learning Tractable Graphical Models Using Mixture of Arithmetic Circuits, Late-Breaking Developments in the Field of Artificial Intelligence, Presented at the Twenty-Seventh AAAI Conference on Artificial Intelligence, AAAI, 2013. [PDF]
D. Lowd and A. Rooshenas, Learning Markov Networks with Arithmetic Circuits, Proceedings of the 16th International Conference on Artificial Intelligence and Statistics (AISTATS), 2013. Scottsdale, AZ, USA. [PDF]
A. Rooshenas, H. R. Rabiee, A. Movaghar. M. Y. Naderi, Reducing Data Transmission in Wireless Sensor Networks Using
Principal Component Analysis, In Proc. of The Sixth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP'10), Brisbane, Australia, 2010. [PDF][presentation file]
Z. Riazi, A. Rooshenas, A.Rahmani. Reducing Power Consumption Using Estimation for Scheduling in Wireless Sensor Network, CSICC 2009, Tehran, Iran, 2009 (in Farsi).
My Google Scholar page.
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