Guy Lebanon

Guy Lebanon is a director at Netflix where he is leading Netflix’s homepage personalization including its movie recommendation system. Before that he lead LinkedIn’s news-feed personalization team and Amazon’s Seattle machine learning team. Prior to that Guy was a tenured professor at the Georgia Institute of Technology. Guy published several books and over 70 refereed articles in machine learning and data science, and he received a PhD from Carnegie Mellon University. He chaired the 2012 ACM CIKM conference and the 2015 AI and Statistics conference and is an action editor of Journal of Machine Learning Research. He received the NSF CAREER Award, the WWW best student paper award, the ICML best paper runner-up award, the Yahoo Faculty Research and Engagement Award, and is a Siebel Scholar.

LinkedIn Profile

Books

Papers

2016

2015

  • D. Agarwal, B.-C. Chen, Q. He, Z. Hua, G. Lebanon, Y. Ma, P. Shivaswamy, H.-P. Tseng, J. Yang and L. Zhang. Personalizing LinkedIn Feed. Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2015.
  • S. Kim, J. Lee, G. Lebanon and H. Park. Estimating Temporal Dynamics of Human Emotions. Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI) 2015.
  • S. Kim, J. Lee, G. Lebanon and H. Park. Local Context Sparse Coding. Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI) 2015.

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