MIT Technology Review

Using unstructured data to fuel enterprise AI success

Organizations have a wealth of unstructured data that most AI models can’t yet read. Preparing and contextualizing this data ...
IEEE

Layer Normalization Enhanced Geometric Feature Fitting Neural Network for Flush Air Data Sensing

Abstract: The flush air data sensing (FADS) method based on artificial neural networks (ANNs) has been widely studied and applied in air data sensing for advanced aircraft. Most current methods focus ...

Carvana: Gathering Storms Could Deliver A 50% Haircut

Discover why Carvana (CVNA) faces 54% downside risk. Learn about EBITDA threats, regulatory investigations, and key risks for ...
IEEE

On Centralization and Unitization of Batch Normalization for Deep ReLU Neural Networks

Abstract: Batch normalization (BN) enhances the training of deep ReLU neural network with a composition of mean centering (centralization) and variance scaling (unitization). Despite the success of BN ...