AI & Machine Learning
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Announcing the Criteo AI Lab
We are pleased to announce the launch of the Criteo AI Lab (CAIL), a new chapter in our journey on improving performance in computational advertising. CAIL joins together Criteo Research with the Machine Learning Platform Engineering team, bringing together two main arms of R&D at Criteo. Typical configurations of research labs treat it as a…
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Machine Learning Model Deployment
Web-scale ML: Learning is not the (only) point Machine Learning (ML) is all in the news these days to the extent that even government agencies are taking note. Behind the fanfare, ML has been playing a key role in many major businesses for years (e.g. search engines, online advertising, recommendation systems, machine translation, etc. ). At…
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ML Bootcamp at Criteo
Machine Learning (ML) has been at the heart of the Criteo business since the company first began. It is the technology which allows us to present the right ad, to the right person, at the right moment. Today, ML is an important subject in any computer science course but this was not always the case.…
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Reco in the air
It’s been almost a year since we met in Boston in 2016, so we thought now might be a good time to give you some fresh news about the team as well as matter for discussions when you come see us in Como in August! In case you’re new to Product Recommendation at Criteo, here is…
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Product Recommendation at Criteo
As we said time and again, performance is everything. The performance of our ads depends a lot on the content we put in them. We’ve found that personalized product selection makes for better ads: people tend to click more and buy more when we display content that’s tailored for them specifically. We’re able to gather…
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How to win a soccer betting competition when you know nothing about soccer.
A few weeks ago, the Euro 2016 started and with it a betting contest at Criteo. I knew almost nothing about soccer ( I was still confusing the Ronaldo from Brazil-98 with the one from Portugal-now), but some pretty accurate information is freely available on betting websites, so I decided to give it a try…
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Large-scale machine learning at Criteo
At Criteo, machine learning lies at the core of our business. We use machine learning for choosing when we want to display ads as well as for personalized product recommendations and for optimizing the look & feel of our banners (as we automatically generate our own banners for each partner using our catalog of products).…
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Display Advertising Challenge by Criteo
Two weeks ago we launched an exciting challenge on the Kaggle platform. We provided one week of anonymized data and the goal is very, very easy : prove that you rock in CTR prediction! I am pleased to say that it had a good start: We have more than 100 teams in the competition and almost…
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Download Terabyte Click Logs — Criteo Engineering
Imported from Labs.Criteo.com CRITEOLABS DATA TERMS OF USE By exercising the Licensed Rights (defined below), You accept and agree to be bound by the terms and conditions of this Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Public License (“Public License”). To the extent this Public License may be interpreted as a contract, You are granted the Licensed…