Five Criteos attended on March 27th & 28th the conference ScaledML 2019 at the Computer History Museum in Mountain View. It was the 4th edition of this conference focusing on Scaling ML models, data, algorithms, & infrastructure. The lineup of speakers was impressive:...

At Criteo AI Lab, we are using more and more complex machine learning (ML) models every day. This means that we have many more hyper-parameters to tune. A lot of ML model tuning used to be done by...

We were there for the 2019 edition of AAAI that took place in Honolulu, Hawaii and we wanted to share with you our thoughts and highlights. It’s in the air … Taking a step back on the ML...

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Introduction  Every two years, the French Society of Statistiques (SFdS) organizes a conference on a statistical topic for a week.   This year was devoted to Causality, starting from philosophical introduction to practical sessions on Bayesian networks.  As a researcher in...

Context As hype is mounting around deep learning, do we still need to care about plain nearest neighbors search? There is a recurring pattern in the deep learning pipelines: learn a representation for objects, and perform “simple” operations...

International Conference on Learning Representations (ICLR) is one of the leading conferences in machine learning out there, attracting thousands of participants from academia and industry each year. One of the great things about this conference is its reviewing...

FOCS is one of the top two conferences in theoretical computer science (according to Wikipedia). It has a long history: this year’s edition was the 59th! It has been known with its current name since 1975. It assembles...

On Tuesday, October 9th, we hosted the ML community in France to celebrate the launch of our AI Lab. We wanted to make this event about the evolution of AI in and so we invited an impressive list...

This conference gathered over 3000 attendants at the interface of academia and industry. More than 10 scientists and engineers from Criteo were there! As in most top tier conferences, we were one of the sponsors and our booth...