David C Haws

Title: The Innovative Contributions of David C Haws

Introduction

David C Haws is a prominent inventor based in New York, NY (US). He has made significant contributions to the field of machine learning and artificial intelligence. With a total of 14 patents to his name, Haws continues to push the boundaries of technology and innovation.

Latest Patents

One of Haws' latest patents is titled "Reducing exposure bias in machine learning training of sequence-to-sequence transducers." This invention provides mechanisms for performing machine learning training of a computer model. A perturbation generator is utilized to create modified training data by injecting perturbations into the original training data, which causes data corruption. The modified training data is then input into a prediction network of the computer model, allowing for the generation of a prediction output. The training process is executed based on this output and the original data, resulting in a trained prediction network that can be deployed for inference operations in artificial intelligence systems.

Another notable patent is "Feature selection for efficient epistasis modeling for phenotype prediction." In this invention, various embodiments are designed to select markers for modeling epistasis effects. A processor receives a set of genetic markers and a phenotype, determining a relevance score for each marker. A threshold is established based on the highest relevancy score, and interactions between genetic markers are evaluated. The relevant interactions are then added to a top-k feature set, enhancing the modeling process.

Career Highlights

David C Haws is currently employed at International Business Machines Corporation, commonly known as IBM. His work at IBM has allowed him to collaborate on cutting-edge projects that advance the field of artificial intelligence and machine learning.

Collaborations

Haws has worked alongside talented colleagues, including Laxmi Priya Parida and Dan He. Their collaborative efforts contribute to the innovative environment at IBM, fostering advancements in technology.

Conclusion

David C Haws is a distinguished inventor whose work in machine learning and artificial intelligence has led to numerous patents and significant advancements in the field. His contributions continue to shape the future of technology and innovation.