Haifeng

A brief history of Neural Architecture Search and beyondPhoto by Didssph on UnsplashAn interesting paper was quietly released on arXiv in 2016 by a group of research scientists from Google Brain, which used machine learning (ML) to create new ML models. No one expected that it would raise every possible controversy about ML research and put Google on the spot in the next three years. Then, it took another three years for a Turing award winner at Google to fully analyze the issue and make a formal response.As a Ph.D., who…

OpinionA peek into Google’s open-source strategyPhoto by Annie Spratt on UnsplashThe reason behind the open-source of TensorFlow may be quite different from what you think. At least, it is quite different from many popular open-source projects today.I am a Software Engineer from the TensorFlow/Keras team at Google. This article summarizes my analysis of the reasons behind the open source of TensorFlow.DISCLAIMER: The article represents the writer’s personal opinion and in no way reflect the opinions and/or ideas of Google…