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Hello World Tech Conference
February 15, 2018
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Hello World 2018 - Recent Advances in Machine Learning
Hello World Tech Conference
February 15, 2018
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Transcript
Recent advances in machine learning Nikolai Rekubratskii, XING Porto, 15.02.18
2
3
A Machine Learning Approach to Databases Indexes 4 https://arxiv.org/abs/1712.01208 http://learningsys.org/nips17/assets/papers/paper_22.pdf
AlphaGo — AlphaGo Zero — AlphaZero 5 https://deepmind.com/research/alphago/ https://deepmind.com/blog/alphago-zero-learning-scratch/ https://arxiv.org/abs/1712.01815
Shift to edge 6 https://teachablemachine.withgoogle.com/ https://developer.apple.com/machine-learning/ https://mil-tokyo.github.io/webdnn/
Text-to-speech 7 Phrase semantics Punctuation https://arxiv.org/abs/1712.05884 https://google.github.io/tacotron/publications/tacotron2/index.html
Image generation 8
Image generation 9 http://research.nvidia.com/publication/2017-10_Progressive-Growing-of
Video generation 10 https://grail.cs.washington.edu/projects/AudioToObama/
Video generation 11 https://www.youtube.com/watch?v=dh-QM54RuAs