Xuanyi Chew
Chief Data Scientist Ordermentum
Xuanyi is Just Another Human Bean. He is the primary author of Gorgonia, a suite of libraries for doing deep learning library in the Go programming language (which he's proud to note, predated the public release version of TensorFlow).
By day he works as the chief data scientist of a local startup. By night he chases the weirder ideas that he believes will help him create SkyNet. That leaves him somewhat a Jack of All Trades and Master of None.
Talks I've Given
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Yepoko Lessons For Machine Learning on Small Data
Featuring Xuanyi Chew
Let's face it, in most companies, the amount of good data available to perform machine learning is very small. Most data are small data. So how can we do good machine learning on small data?
machine-learning -
An Alien Lambda Calculus
Featuring Xuanyi Chew
The conventional wisdom in functional programming communities is that lambda calculus was "discovered". Extending the logic of the statement to its extreme, we might propose that an alien would recognize lambda calculus as a computational model. But would we be able to recognize an alien lambda...
concept -
Making The Black Box Transparent: Lessons in Opacity
Featuring Xuanyi Chew
Deep Learning is all the rage now. It is powerful, it is cheap. To proponents of "explainable" machine learning however, this is not really good news - deep learning is essentially a black box that one can't look into.
To be sure, there are efforts to peek inside the black box to see what it's...
ai-&-ml