This inventor holds 2 USPTO granted patents. Top assignee: Robert Bosch. Active years: 2025.
Company Filing History:
Years Active: 2025
Title: Innovations of Samuel Gabriel Mueller
Introduction
Samuel Gabriel Mueller is an accomplished inventor based in Freiburg Im Breisgau, Germany. He has made significant contributions to the field of machine learning, holding a total of 2 patents. His work focuses on developing methods and systems that enhance the training of machine learning algorithms.
Latest Patents
One of his latest patents is titled "Method and control device for generating training data for training a machine learning algorithm." This innovative method involves providing first training data and generating additional training data from portions of the first training data. The additional training data is created by applying an augmentation function randomly selected from a set of possible functions. This process is crucial for improving the quality of training data used in machine learning.
Another notable patent is "Training of machine learning systems for image processing." This computer-implemented method includes initializing parameters of the machine learning system and a metaparameter. The method involves repeatedly providing a batch of training data points and manipulating them to optimize the parameters of the machine learning system. This approach allows for the adaptation of parameters based on gradients ascertained from a cost function, enhancing the training process.
Career Highlights
Samuel Gabriel Mueller is currently employed at Robert Bosch GmbH, where he continues to innovate in the field of machine learning. His work at Bosch has allowed him to apply his expertise in developing advanced technologies that have practical applications in various industries.
Collaborations
Throughout his career, Samuel has collaborated with notable colleagues, including Frank Hutter and Andre Biedenkapp. These collaborations have contributed to the advancement of research and development in machine learning.
Conclusion
Samuel Gabriel Mueller is a prominent inventor whose work in machine learning has led to significant advancements in the field. His innovative patents and contributions to Robert Bosch GmbH highlight his commitment to enhancing technology through research and development.