Hoyt Adam Koepke

Title: Hoyt Adam Koepke: Innovator in Predictive Accuracy Estimation

Introduction

Hoyt Adam Koepke is a notable inventor based in Redmond, WA (US). He has made significant contributions to the field of predictive analytics, particularly in estimating predictive accuracy gains from added features. With a total of 2 patents, his work has implications for various technologies and applications.

Latest Patents

Hoyt's latest patents focus on the estimation of predictive accuracy gains from added features. The technologies described pertain to estimating the predictive accuracy gain of a potential feature added to a set of features, wherein an existing predictor is trained on the set of features. Outputs of the existing predictor for instances in a dataset can be retrieved from a data store. Moreover, a predictive accuracy gain estimate of a potential feature added to the set of features can be measured as a function of the outputs of the existing predictor for the instances in the dataset. This estimation can be conducted without the need to train an updated predictor on the augmented set of features.

Career Highlights

Hoyt Adam Koepke is currently associated with Microsoft Technology Licensing, LLC, where he continues to innovate and contribute to advancements in technology. His expertise in predictive analytics has positioned him as a valuable asset in his field.

Collaborations

Hoyt has collaborated with Mikhail Bilenko, further enhancing the scope and impact of his work in predictive accuracy estimation.

Conclusion

Hoyt Adam Koepke's contributions to the field of predictive analytics through his patents and work at Microsoft Technology Licensing, LLC highlight his role as an influential inventor. His innovative approaches to estimating predictive accuracy gains are paving the way for advancements in various technologies.