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.6 min read·Feb 13, 2020----
Maxence PrevostinTowards Data SciencePaper Summary. Unsupervised Learning by Competing Hidden UnitsA summary of Unsupervised learning by competing hidden units.4 min read·Jun 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.3 min read·Mar 28, 2019--1--1
Maxence PrevostinTowards Data ScienceWhat is Knowledge Distillation?Knowledge distillation is a fascinating concept, we’ll cover briefly why we need it, how it works.4 min read·Nov 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…9 min read·Oct 2, 2018----