Category Archives: Prediction
Google experiments with Tensorflow on Criteo Dataset
Excited to know that our friends from Google have made few experiments very recently, using Tensorflow…
Large-scale machine learning at Criteo
At Criteo, machine learning (ML) lies at the core of our business. We use machine…
Data Filtering for Reliable Decision-Making
In this post we present our data-driven approach to design a relevant filter for ABTest…
Damien Lefortier presents: Machine Learning for Display Advertising at Scale at MLconf New York
Abstract This talk, will briefly introduce the display advertising marketplace, its stakeholders and the key…
Large-scale machine learning at Criteo
At Criteo, machine learning lies at the core of our business. We use machine learning…
Kaggle contest dataset is now available for academic use!
We have launched a Kaggle challenge on CTR prediction 3 months ago. Large participation, close race…
PoH – Part 1 – Introduction
Last month we released our new fully scalable & distributed learning infrastructure called PoH (Prediction…
Criteo releases its first public dataset : Conversion logs
We are committed at Criteo to scientific excellence. And one of the cornerstone of scientific…
Display Advertising Challenge by Criteo
We have launched two weeks ago an exciting challenge on the Kaggle platform. We provided…
Prototype: GPU for real-time prediction server
A few months ago, we tried to move our real-time prediction component to dedicated GPU…
