个人经历
教育背景
个人简介
Fields of Interest Machine Learning, Computer Vision, Deep Learning, Nearest neighbor search, Statistical image modeling Publications Mohammad Norouzi, Maxwell D. Collins, Matthew Johnson, David J. Fleet, Pushmeet Kohl, “Efficient Non-greedy Optimization of Decision Trees”, Neural Information Processing Systems (NIPS), 2015. Mohammad Norouzi, Maxwell D. Collins, David J. Fleet, Pushmeet Kohli, “CO2 Forest: Improved Random Forest by Continuous Optimization of Oblique Splits” 2015, arXiv:1506.06155 Mohammad Norouzi, Tomas Mikolov, Samy Bengio, Yoram Singer, Jonathon Shlens, Andrea Frome, Greg S. Corrado, Jeffrey Dean, “Zero-Shot Learning by Convex Combination of Semantic Embeddings”, ICLR 2014 Mohammad Norouzi, Ali Punjani, David J. Fleet, “Fast Exact Search in Hamming Space with MultiIndex Hashing”, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 36, no. 6, 2014, preprint at arXiv:1307.2982 Mohammad Norouzi, David J. Fleet, “Cartesian k-means”, IEEE Conference Computer Vision and Pattern Recognition (CVPR), 2013 Mohammad Norouzi 2 Mohammad Norouzi, David J. Fleet, Ruslan Salakhutdinov, “Hamming Distance Metric Learning”, Neural Information Processing Systems (NIPS), 2012 Mohammad Norouzi, Ali Punjani, David J. Fleet, “Fast Search in Hamming Space with Multi-index Hashing”, IEEE Conference Computer Vision and Pattern Recognition (CVPR), 2012 Mohammad Norouzi, David J. Fleet, “Minimal Loss Hashing for Learning Compact Binary Codes”, International Conference in Machine Learning (ICML), 2011 Mohammad Norouzi, Mani Ranjbar, and Greg Mori, “Restricted Boltzmann Machines for Learning Shift-Invariant Features”, IEEE Conference Computer Vision and Pattern Recognition (CVPR), 2009 Awards & Honors 2014 Google US/Canada PhD Fellowship in Machine Learning. Ontario Graduate Scholarship, 2013-14, as an international student. Ontario Graduate Scholarship, 2012-13, as an international student. SFU Graduate Fellowship, 2009. 2nd Team, ACM ICPC Regional Contest, Tehran, 2005. 1st and 3rd teams advanced to ACM Final. Silver medal (5th place) in Central European Olympiad in Informatics (CEOI 2003), Munster, Germany. Team member, International Olympiad in Informatics, 2003. Iranian team could not participate. Gold medal in Iranian National Olympiad in Informatics, 2003. Silver medal in Iranian National Olympiad in Informatics, 2002.