'Data Summarization via Bilevel Optimization', by Zalán Borsos, Mojmír Mutný, Marco Tagliasacchi, Andreas Krause.

http://jmlr.org/papers/v25/21-1132.html

#optimization #coresets #coreset

Data Summarization via Bilevel Optimization

Data-Efficient Training of CNNs and Transformers with Coresets: A Stability Perspective

https://openreview.net/forum?id=scfhGSagyF

#cnns #coresets #benchmarking

Data-Efficient Training of CNNs and Transformers with Coresets: A...

Coreset selection is among the most effective ways to reduce the training time of CNNs, however, only limited is known on how the resultant models will behave under variations of the coreset size...

OpenReview