With the recent advances in machine learning platforms, a lot of attention is now on learning at scale. In this context, the public Criteo dataset referred to as the Terabyte Click Logs [1] is now the dataset of...

The 3rd annual Machine Learning in the Real World Workshop (MLRWW) took place on November 8th, 2017 in Paris, France. The aim of this workshop is bring together Machine Learning researchers and practitioners to discuss scientific questions emerging from...

I had an amazing experience working at Criteo as an intern during summer 2017, where I got my first exposure to the field of online advertising. The complexity of the bidding process as well as Criteo’s behavioural retargeting strategy...

This dataset contains logs obtained from Criteo Predictive Search (CPS). CPS, offers an automated end-to-end solution using sophisticated machine learning techniques to improve Google Shopping experience using robust, predictive optimization across every aspect of the advertiser’s campaign. CPS...

We recently published a paper on Attribution Modelling for Bidding at TargetAd and AdKDD 2017.  As usual when we publish research work on Criteo related data, we publicly release the dataset used for the experiments in the paper. Compared...

Criteo AI Lab will be organising its 3rd annual Machine Learning in the Real World workshop. This one day workshop aims at bringing together people from both industry and academia to better understand which machine learning algorithms are...

Criteo was once again very active at KDD 2017. The Conference on Knowledge Discovery and Data Mining, was held last August at Halifax, Canada.  This post highlights subjects that kept our attention during the 5 days. Tutorial Highlights Deep Learning Tutorial...

The 34th International Conference on Machine Learning (ICML) in 2017, took place in Sydney, Australia on August 6-11. ICML is one of the most prestigious conferences in machine learning which covers a wide range of topics in machine...

At Criteo we a run a large-scale recommender system, capable of generating billions of relevant recommendations daily. Deep Learning  provides powerful models that shine when applied to data-rich problems, so we evidently study this class of algorithms in...

Following the success of previous editions, Criteo AI Lab is co-organizing the joint AdKDD & TargetAd workshop in conjunction with KDD 2017. The Workshop aims to bring together researchers and industrial practitioners in computational advertising. This year the...