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From Theory to Real-World Applications: Technology Transfer in Practice
This video was recorded at The 5th Asian Conference on Machine Learning (ACML), Canberra 2013. In this talk, I will talk about several of my experiences of technology transfer over the past 10 years at Microsoft, Facebook and Amazon. Technology transfer - the process of moving promising research topics into a level of maturity that's ready for bulk manufacturing or production - remains one of the largest mysteries and unsolved social and organizational problems. There are some surprising similarities in the various technology transfers of mathematical models and algorithms into products and I will attempt to group and discuss them. During the course of the talk, I will introduce graphical models and approximate message passing as well as their application to gamer ranking and computational online advertising.
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This work is licensed under a Attribution-NonCommercial-NoDerivs 3.0 United States
