Maxence PrevostinTowards Data ScienceOne Year of Lottery Ticket Research (a light overview)Winning tickets were discovered in March 2018 and presented at ICRL the same year. It drew a lot of attention, looks like everyone’s on it.Feb 13, 2020Feb 13, 2020
Maxence PrevostinTowards Data SciencePaper Summary. Unsupervised Learning by Competing Hidden UnitsA summary of Unsupervised learning by competing hidden units.Jun 17, 2019Jun 17, 2019
Maxence PrevostinTowards Data SciencePaper Summary. Stiffness: A New Perspective on Generalization in Neural NetworksThis is a summary of Stiffness: A New Perspective on Generalization in Neural Networks.Mar 28, 20191Mar 28, 20191
Maxence PrevostinTowards Data ScienceWhat is Knowledge Distillation?Knowledge distillation is a fascinating concept, we’ll cover briefly why we need it, how it works.Nov 22, 2018Nov 22, 2018
Maxence PrevostinTowards Data ScienceA Security Overview of ML SystemsThis is a shallow overview of the security of machine learning systems. Within a few scrolls we’ll go through adversarial examples, model…Oct 2, 2018Oct 2, 2018