Driving AI Giants Toward Profitability: Mapping Mathematics and AI World Models

Tech stock declines highlight unsustainable AI spending; EssentaTor proposes Mapping Mathematics for durable, efficient intelligence systems.
IEEE

FedLOC:A Layer Output Based Compression Algorithm for Federated Learning

Abstract: Communication cost is a main challenge in Federated Learning (FL). Gradient sparsification is one of the effective ways to reduce communication data volumes by allowing clients to send only ...
IEEE

A Novel Laboratory Test for High-Accuracy SINS Attitude Algorithms Based on the Gyroscope Output Reconstruction Method

Abstract: A laboratory test based on the gyroscope output reconstruction method (GORM) to evaluate the super-high-accuracy strapdown inertial navigation attitude ...