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12/17/2022
On Noisy Evaluation in Federated Hyperparameter Tuning
Hyperparameter tuning is critical to the success of federated learning a...
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11/05/2021
Distilling Heterogeneity: From Explanations of Heterogeneous Treatment Effect Models to Interpretable Policies
Internet companies are increasingly using machine learning models to cre...
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06/23/2021
Extreme Multi-label Learning for Semantic Matching in Product Search
We consider the problem of semantic matching in product search: given a ...
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04/13/2021