Compression
The sample compression theory provides generalization guarantees for predictors that can be fully defined using a subset of the …
The sample compression theory provides generalization guarantees for predictors that can be fully defined using a subset of the …
Applications such as disaster management enormously benefit from rapid availability of satellite observations.
Traditionally, data …
We introduce and study the problem of Online Continual Compression, where one attempts to simultaneously learn to compress and store a …