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08/24/2023
Lightweight Materialization for Fast Dashboards Over Joins
Dashboards are vital in modern business intelligence tools, providing no...
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08/10/2023
The Fast and the Private: Task-based Dataset Search
Modern dataset search platforms employ ML task-based utility metrics ins...
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07/01/2023
Saibot: A Differentially Private Data Search Platform
Recent data search platforms use ML task-based utility measures rather t...
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07/01/2023
JoinBoost: Grow Trees Over Normalized Data Using Only SQL
Although dominant for tabular data, ML libraries that train tree models ...
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07/01/2023
Aggregation Consistency Errors in Semantic Layers and How to Avoid Them
Analysts often struggle with analyzing data from multiple tables in a da...
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05/17/2023
Kitana: Efficient Data Augmentation Search for AutoML
AutoML services provide a way for non-expert users to benefit from high-...
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10/07/2022
Calibration: A Simple Trick for Wide-table Delta Analytics
Data analytics over normalized databases typically requires computing an...
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03/12/2021