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Explainable AI in Industry (KDD 2019 Tutorial)
[Video recording available at https://www.youtube.com/playlist?list=PLewjn-vrZ7d3x0M4Uu_57oaJPRXkiS221] Artificial Intelligence is increasingly playing an integral role in determining our day-to-day experiences. Moreover, with proliferation of AI based solutions in areas such as hiring, lending, criminal justice, healthcare, and education, the resulting personal and professional implications of AI
MIRU2018 tutorial
3. Team year Error (top-5) AlexNet 2012 15.3% Clarifai 2013 11.2% VGG 2014 7.32% GoogLeNet 2014 6.67% ResNet 2015 3.57% ResNet+ 2016 2.99% SENet 2017 2.25% human expert 5.1% 14. • 2012å¹´ã®ILSVRC優å‹ãƒ¢ãƒ‡ãƒ« • Rectified Linear Units (ReLU) • Local Response Normalization (LRN) • Dropout（全çµåˆå±¤ï¼‰ • Pre-training（事å‰å¦ç¿’） A. Krizhevsky, "Imagenet classification with deep convolutional neural networksâ€, NIPS, 2012. 15
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