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03/14/2022
CheckSel: Efficient and Accurate Data-valuation Through Online Checkpoint Selection
Data valuation and subset selection have emerged as valuable tools for a...
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04/28/2021
Finding High-Value Training Data Subset through Differentiable Convex Programming
Finding valuable training data points for deep neural networks has been ...
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03/24/2021
Convex Online Video Frame Subset Selection using Multiple Criteria for Data Efficient Autonomous Driving
Training vision-based Urban Autonomous driving models is a challenging p...
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11/06/2019