The Lego sketch is a scalable neural sketch that partitions a data stream into multiple memory bricks via hashing, with a Deep Sets-based scanning module and self-guided loss to improve frequency estimation.
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Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams
The Lego sketch is a scalable neural sketch that partitions a data stream into multiple memory bricks via hashing, with a Deep Sets-based scanning module and self-guided loss to improve frequency estimation.