Tag uncertainty

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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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