Selecting a random sample from a set is simple. But what about selecting a fair random sample from a set of unknown or ...

Specifically, it provides efficient data sampling via curriculum learning, and efficient data routing via random layerwise token dropping. DeepSpeed Data Efficiency takes extensibility, flexibility ...

Effective and noninvasive whale and biodiversity monitoring is now possible with the help of citizen scientists, opening up ...

We experimentally demonstrate the consecutive processing of optical sampling and quantization for all-optical analog-to-digital conversion. We generate 10 GS/s optical sampled signals using Four-Wave ...