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Multi-Dimensional Classification and the Importance of Correlations

By Yotam Rotholz

Multi-Dimensional Classification (MDC) algorithms can lead to significantly improved results in classification problems with correlated labels, as we have discovered…

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THE GRAPH REVENUE OPTIMIZED WATERFALL STRATEGY (GROWS)

By Dan Halbersberg

In this blog post, we will expand upon the information provided in our previous post, “Automatic Waterfall Auction Optimization”. Therefore,…

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Overcoming personalization challenges with AI – Meetup summary

By Michael Kolomenkin

We are happy to share with you the videos of lectures from the DS meetup we organized on June 22nd….

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Analyzing Uplift Models

By Dvir Ben Or and Michael Kolomenkin

When it comes to real-world applications, a key concern lies in our ability to foresee the effects of different actions,…

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Automatic Waterfall Auction Optimization

By Dan Halbersberg

In this blog, we will share how publishers can optimize their revenues from online advertisement sales, as part of a…

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Multi-horizon Forecasting using Temporal Fusion Transformers – A Comprehensive Overview – Part 1

By Dvir Ben Or and Michael Kolomenkin

Time-series forecasting is a problem of major interest in many business domains, such as finance, weather, and others. This problem…

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Multi-horizon Forecasting using Temporal Fusion Transformers – A Comprehensive Overview – Part 2

By Dvir Ben Or and Michael Kolomenkin

This post is a continuation of the first post on Multi-horizon Forecasting (MHF). The first post described challenges associated with…

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How Playtika Achieved AI Automation Customer Service with Apache NiFi – Part 1

By Roberto Marturano & Florian Simond

The Business Logic Automating efficient Customer Service (CS) is an endeavor fraught with risks where finding the right balance between…

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How Playtika Achieved AI Automation Customer Service with Apache NiFi – Part 2

By By Roberto Marturano & Florian Simond

By Roberto Marturano & Florian Simond Part 1 of this article addresses the business logic and results of the…

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A/Bove All Else, Testing is Essential

By Dario d’Andrea, Jérôme Carayol & Armand Valsesia

A/B testing is a controlled experiment that compares two (or more) variants and determines which one performs better according to…