This inventor holds 1 USPTO granted patent and 3 published patent applications. Top assignee: Gdm Holding LLC. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Will S Grathwohl - Innovator in Dual Encoder Training
Introduction
Will S Grathwohl is an inventor based in New York, NY (US). He is known for his innovative work in the field of machine learning, particularly in training dual encoder models. His approach focuses on enhancing the efficiency of target embeddings through a correction model.
Latest Patent Applications
Will S Grathwohl has submitted a patent application titled "TRAINING A DUAL ENCODER WITH A CORRECTION MODEL." This application outlines methods, systems, and apparatuses, including computer programs encoded on a computer storage medium, that can train a dual encoder model using a correction model. The model aims to correct target embeddings at each training iteration without the need to explicitly recalculate each target embedding. The system involves obtaining approximated target embeddings for a plurality of target data items, processing these embeddings using a correction model to generate corrected target embeddings, and training the dual encoder model on a loss function for retrieval tasks.
Conclusion
Will S Grathwohl's contributions to the field of machine learning through his innovative patent application demonstrate his commitment to advancing technology. His work in training dual encoder models is a significant step forward in the efficiency of machine learning processes.