Data-centric artificial intelligence: A survey
Artificial Intelligence (AI) is making a profound impact in almost every domain. A vital enabler
of its great success is the availability of abundant and high-quality data for building machine …
of its great success is the availability of abundant and high-quality data for building machine …
Data-centric ai: Perspectives and challenges
The role of data in building AI systems has recently been significantly magnified by the
emerging concept of data-centric AI (DCAI), which advocates a fundamental shift from model …
emerging concept of data-centric AI (DCAI), which advocates a fundamental shift from model …
Learned cardinalities: Estimating correlated joins with deep learning
Sagedb: A learned database system
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Modern data processing systems are designed to be general purpose, in that they can …
Modern data processing systems are designed to be general purpose, in that they can …
AI meets database: AI4DB and DB4AI
Database and Artificial Intelligence (AI) can benefit from each other. On one hand, AI can
make database more intelligent (AI4DB). For example, traditional empirical database …
make database more intelligent (AI4DB). For example, traditional empirical database …