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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…

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Large-scale machine learning at Criteo

At Criteo, machine learning (ML) lies at the core of our business. We use machine…

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Data filtering for reliable decision making. Photo credit: Getty-images

Data Filtering for Reliable Decision-Making

In this post we present our data-driven approach to design a relevant filter for ABTest…

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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…

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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…

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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…

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PoH – Part 1 – Introduction

Last month we released our new fully scalable & distributed learning infrastructure called PoH (Prediction…

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Criteo releases its first public dataset : Conversion logs

We are committed at Criteo to scientific excellence. And one of the cornerstone of scientific…

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Display Advertising Challenge by Criteo

We have launched two weeks ago an exciting challenge on the Kaggle platform. We provided…

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Prototype: GPU for real-time prediction server

A few months ago, we tried to move our real-time prediction component to dedicated GPU…

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