Another Datum


A blog by Yoel Zeldes

Hi there, and welcome to my blog.

Here you'll find resources about data science, software engineering, and life. Well, maybe not life...

Hope you enjoy.


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Zooming Past the Competition

How to create an Augmented Reality app that allows a user to get content recommendations.

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Variational Autoencoders Explained

Ever wondered how the Variational Autoencoder model works? Keep reading to find out.

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Uncertainty for CTR Prediction: One Model to Clarify Them All

Learn how to handle uncertainty in recommender systems in a principled way using one unified model.

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Recommender Systems: Exploring the Unknown Using Uncertainty

Learn what the exploration-exploitation tradeoff is, and how to use your model's uncertainty to explore new items in a wise manner.

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Neural Networks from a Bayesian Perspective

Learn how to estimate model uncertainty in neural networks.

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Using Uncertainty to Interpret your Model

Interpreting deep learning models is hard. Learn how to use uncertainty estimates to get insights about what the model has learned.

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Neural Networks gone wild! They can sample from discrete distributions now!

Learn how to use Gumbel distribution to form a NN containing a discrete random component.

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Deep Learning: Theory & Practice

Summary of TCE conference - "Deep Learning: Theory & Practice".

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The Hitchhiker's Guide to Hyperparameter Tuning

Our implementation and usage of hyperparameter tuning at Taboola.

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Word morphing

How to employ word2vec's embeddings and A* search algorithm to morph between words.

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