This inventor holds 2 USPTO granted patents and 3 published patent applications. Top assignee: Ptc Inc.. Active years: 2018.
Company Filing History:
Years Active: 2018
Title: Ryan Todd Caplan: Innovator in Predictive Modeling
Introduction
Ryan Todd Caplan is a notable inventor based in Huntingdon Valley, PA (US). He has made significant contributions to the field of predictive modeling, holding 2 patents that showcase his innovative methodologies. His work focuses on automating complex processes to enhance predictive power in various applications.
Latest Patents
One of Ryan's latest patents is titled "Automated methodology for inductive bias selection and adaptive ensemble choice to optimize predictive power." This computer-implemented method automates the selection of inductive biases by receiving a plurality of examples, each containing feature-value pairs. The method constructs an inductive bias dataset that correlates each example with numerical indications of training quality, generated through multiple models corresponding to distinct inductive biases. The training quality is evaluated for each model when applied to the respective example, allowing the computer to select inductive biases for new datasets.
Another significant patent is "Scoring a population of examples using a model." This method involves a computer system receiving a goal indication and applying a predictive model to yield an output score for an example. The system produces causal scores for each feature-value pair, indicating the extent to which each pair influences the output score. The results are then presented, providing valuable insights into the predictive model's performance.
Career Highlights
Ryan Todd Caplan is currently employed at PTC Inc., where he continues to develop innovative solutions in predictive modeling. His work has garnered attention for its practical applications and contributions to the field.
Collaborations
Ryan has collaborated with notable colleagues, including Bruce Katz and Joseph John Pizonka. Their combined expertise enhances the innovative environment at PTC Inc.
Conclusion
Ryan Todd Caplan is a distinguished inventor whose work in predictive modeling has led to significant advancements in the field. His patents reflect a commitment to innovation and the application of technology to solve complex problems.