research
∙
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...
share
research
∙
04/28/2021
Finding High-Value Training Data Subset through Differentiable Convex Programming
Finding valuable training data points for deep neural networks has been ...
research
∙
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...
research
∙
11/06/2019
