August 2018
Uncertainty for CTR Prediction: One Model to Clarify Them All
Yoel Zeldes and Inbar Naor | 21 Aug 2018 | Data Science
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
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
Understanding what a model doesn’t know is important both from the practitioner’s perspective and for the end users Read More...
More than one Graph - Code Reuse in TensorFlow
5 Simple tips for boosting your Jenkins performance
Deep Learning - from Prototype to Production
Using Word2Vec for Better Embeddings of Categorical Features