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Most Influential Subset Selection: Challenges, Promises, and Beyond Y uzheng Hu
Neural Information Processing Systems
Subset Selection (MISS) problem, which aims to identify a subset of training samples with the greatest collective influence.
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Learning diverse causally emergent representations from time series data
Neural Information Processing Systems
Cognitive processes usually take place at a macroscopic scale in systems charac-terised by emergent properties that make the whole'more than the sum of its parts.'
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Fetch and Forge: Efficient Dataset Condensation for Object Detection Ding Qi1 Jian Li
Neural Information Processing Systems
It is crucial for accelerating network training and reducing data storage requirements.
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