How Taboola Powers the Conversion Data Pipe
When you set out to build the world’s largest content recommendation platform that performs to ...
Machine Learning
30 Articles
Anomaly detection using LSTM with Autoencoder
Taboola is one of the largest content recommendation companies in the world. We maintain hundreds ...
‘Tis the Season: Fun with (Decision) Trees
At Taboola, we work daily on improving our Deep-Learning-based content-recommendation model. We use it to ...
Performing Exploration, Robin-Hood Style
Our core business at Taboola is to provide the surfers-of-the-web with personalized content recommendations wherever ...
To Predict Article Performance, Use Machine Learning Models
Introduction Newsrooms are under constant pressure to deliver the most up to date, relevant, and ...
Exploiting Multi-Categorical Features Using Deep Interest
At Taboola, our goal is to predict whether users will click on the ads we ...
Deep Multi-Task Learning – 3 Lessons Learned
For the past year, my team and I have been working on a personalized user ...
ICLR 19 highlights (and all that Jazz)
A joint post with Ofri Mann We went to ICLR to present our work on ...
Preparing for the Unexpected
Some of the problems we tackle using machine learning involve categorical features that represent real ...
Think your Data Different
In the last couple of years deep learning (DL) has become a main enabler for ...
The Story of a Bad Train-Test Split
About a year ago we incorporated a new type of feature into one of our ...
How to Engineer Your Way Out of Slow Models
So you just finished designing that great neural network architecture of yours. It has a ...