Regeneron Pharmaceuticals, Inc.
Methods And Systems For Improved Deep-Learning Models

Abstract:

Described herein are methods and systems for generating, training, and tailoring deep-learning models. The present methods and systems may provide a generalized framework for using deep-learning models to analyze data records comprising one or more strings (e.g., sequences) of data. Unlike existing deep-learning models and frameworks, which are designed to be problem/analysis specific, the generalized framework described herein may be applicable for a wide range of predictive and/or generative data analysis.