Classifier Construction Under Budget Constraints

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A Survey on Data Markets

J Zhang, Y Bi, M Cheng, J Liu, K Ren, Q Sun… - arxiv preprint arxiv …, 2024 - arxiv.org
Data is the new oil of the 21st century. The growing trend of trading data for greater welfare
has led to the emergence of data markets. A data market is any mechanism whereby the …
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The Image Calculator: 10x Faster Image-AI Inference by Replacing JPEG with Self-designing Storage Format

U Sirin, S Idreos - Proceedings of the ACM on Management of Data, 2024 - dl.acm.org
Numerous applications today rely on artificial intelligence over images. Image AI is,
however, extremely expensive. In particular, the inference cost of image AI dominates the …
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When Data Pricing Meets Non-Cooperative Game Theory

Y Bi, Y Wu, J Liu, K Ren, L **ong - 2024 IEEE 40th …, 2024 - ieeexplore.ieee.org
Driven by the growing field of data intelligence, data market emerges as a promising
paradigm for data exchange, enabling the full utilization of data. Data pricing is an essential …
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