The FSDP backend does not yet support the TIS (Token-level Importance Sampling) algorithm. Adding TIS will enable more efficient training by prioritizing high-importance tokens, reducing redundant ...

Abstract: This paper discusses how to implement Paillier homomorphic encryption (HE) scheme in Java as an API. We first analyze existing Pailler HE libraries and discuss their limitations. We then ...

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Abstract: Long Range (LoRa) technology is widely used, for example in industry, smart cities, agriculture, transportation, and the Internet of Things (IoT). However, LoRa communications that do not ...