I am pleased to announce the launch of the Criteo AI Lab, a new chapter in our journey on improving performance in computational advertising. The Criteo AI Lab joins together Criteo Research with the Machine Learning Platform Engineering...

Criteo Uplift Modeling Dataset This dataset is released along with the paper: “A Large Scale Benchmark for Uplift Modeling” Eustache Diemert, Artem Betlei, Christophe Renaudin; (Criteo AI Lab), Massih-Reza Amini (LIG, Grenoble INP) This work was published in:...

June 28th, 2018 at Criteo Paris, the 4th annual Machine Learning in the Real World workshop (MLiTRW) aims at bringing together people from industry and academia to better understand which machine learning algorithms are used in practice and...

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...