Gal YonainTowards Data ScienceThe Tale of 1001 Black BoxesOr why I think the story of Amazon’s “Racist” AI actually leaves room for optimismOct 12, 20182Oct 12, 20182
Gal YonainComet“Do CIFAR-10 Classifiers Generalize to CIFAR-10?” — On adaptivity in machine learningWhat is adaptive data analysis? The crux of statistical learning theory is about guaranteeing generalization, i.e a small gap between…Aug 7, 2018Aug 7, 2018
Gal YonainTowards Data ScienceFast Near-Duplicate Image Search using Locality Sensitive HashingA quick 5-part tutorial on how deep learning combined with efficient approximate nearest neighbor queries can be used to perform fast…May 5, 20186May 5, 20186
Gal YonainTowards Data Sciencedo GANs really model the true data distribution, or are they just cleverly fooling us?Since their introduction in 2014, Generative Adversarial Networks (GANs) have become a popular choice for the task of density estimation…Dec 30, 20172Dec 30, 20172
Gal YonainTowards Data ScienceA Gentle Introduction to the Discussion on Algorithmic FairnessRecent years have seen the rise of machine learning algorithms: After breaking the benchmark on nearly every imaginable computer vision…Oct 5, 20171Oct 5, 20171
Gal Yona10 Things to Think About Before Starting to Code Your Deep Neural NetworkAfter reading an MNIST tutorial (or ten) and brushing up on some Tensorflow/Keras best practices, you might be tricked into thinking that…Sep 22, 2017Sep 22, 2017
Gal YonaAn analytical approach to understanding my “crush” on Yoga12 months ago, I started practicing Yoga for the first time, after a handful of encounters with the ancient practice a couple of years…Nov 18, 2016Nov 18, 2016