I received my PhD in 2018 in Computer Science from University Of Central Florida. My main research areas are computer vision and machine learning with a focus on sparse subspace clustering. Prior to that, I earned a Master's degree in Computer Science from University of Nevada, Reno. I am currently working as a computer vision researcher at Google.
Research interests: computer vision, machine learning, video processing, and subspace clustering
Probabilistic Sparse Subspace Clustering Using Delayed Association, M. Jaberi, M. Pensky, H. Foroosh, Pattern Recognition, 2018. ICPR 2018. 29th International Conference on. IEEE, 2018. [Paper][video]
Sparse One Grab Sampling with Guarantees, M. Jaberi, M. Pensky, H. Foroosh, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018 (accepted).
Probabilistic Subspace Clustering, M. Jaberi, M. Pensky, H. Foroosh, Special Session on Modern Statistical Methods for Structured Data, American Mathematical Society, Orlando, FL, September 23-24, 2017
SWIFT: Sparse Withdrawal of Inliers in a First Trial, M. Jaberi, M. Pensky, H. Foroosh, Computer Vision and Pattern Recognition (CVPR), 2015 IEEE Conference on. IEEE, 2015. [Paper]
Accurate and Robust Localization of Duplicated Region in Copy-Move Image Forgery, M. Jaberi, G. Bebis, M. Hussain, and G. Muhammad, Machine Vision and Applications, 2013. [Paper]
Improving the Detection and Localization of Duplicated Regions in Copy-Move Image Forgery, M. Jaberi, G. Bebis, M. Hussain, and G. Muhammad, DSP2013, Santorini, Greece, 2013. [Paper]
A Hybrid Map Matching Algorithm in Car Navigation Systems (Learning Automata + Fuzzy Logic), M. Jaberi and M. R. Meybodi, Proceedings of 13th Annual CSI Computer Conference of Iran, Kish Island, 2008.
A Hybrid Map Matching Algorithm for Car Navigation Systems (Fuzzy Neural Networks+ Learning Automata), M. Jaberi and M. R. Meybodi, Proceedings of the Second Iranian Data Mining Conference, Amirkabir University of Technology, Tehran, Iran, Nov.11-12, 2008
International Conference on Pattern Recognition (ICPR18), August 2018, China, oral presentation.
Student Research Week at UCF, April 2018, oral presentation.
Women in Machine Learning (WiML), NIPS workshop 2017, Poster session.
Special session on Modern Statistical Methods for Structured Data, American Mathematical Society, Orlando, FL, September 23-24, 2017, oral presentation..
Conference on Computer Vision and Pattern Recognition(CVPR), 2015, Poster session.
Neural Information Processing Systems (NIPS) 2016
Journal Computing and Informatics (CAI) 2016
Women in Machine Learning (WiML) 2017