August 2018

Uncertainty for CTR Prediction: One Model to Clarify Them All

Yoel Zeldes and Inbar Naor | 21 Aug 2018 | Data Science

Tags: deep learning, recommendation systems, uncertainty

In the first post of the series we discussed three types of uncertainty that can affect your model Read More...

Recommender Systems: Exploring the Unknown Using Uncertainty

Yoel Zeldes and Inbar Naor | 14 Aug 2018 | Data Science

Tags: deep learning, neural networks, uncertainty

Now that we know what uncertainty types exist and learned some ways to model them, we can start Read More...

Neural Networks from a Bayesian Perspective

Yoel Zeldes and Inbar Naor | 06 Aug 2018 | Data Science

Tags: deep learning, neural networks, uncertainty

Understanding what a model doesn’t know is important both from the practitioner’s perspective and for the end users Read More...