Company Filing History:
Years Active: 2015-2025
Title: Innovations of Tobias Jacobs
Introduction
Tobias Jacobs is a notable inventor based in Mannheim, Germany. He has made significant contributions to the fields of machine learning and artificial intelligence, holding a total of 12 patents. His work focuses on optimizing processes and supporting decision-making through innovative methodologies.
Latest Patents
One of his latest patents is titled "Offline machine learning for automatic action determination or decision making support." This method involves training a first action prediction model with a desired outcome subset of a dataset that includes triples of state, actions, and outcome. The model predicts the probability of achieving a desired outcome for each action. Additionally, he has developed a second action prediction model that minimizes total loss over all actions, which can be applied in various use cases such as healthcare, email filtering, speech recognition, and computer vision.
Another significant patent is "Data schema matching to optimize the quality of applications." This method automatically selects input for smart city applications by determining data schema for a locally stored data lake. It sends aggregate statistical information to a global matcher, which provides input matching for the application. This process is enhanced by a trained quality of service scoring function that minimizes QoS errors.
Career Highlights
Tobias Jacobs has worked with prominent companies such as NEC Corporation and NEC Europe Ltd. His experience in these organizations has allowed him to develop and refine his innovative ideas in technology and data management.
Collaborations
Throughout his career, he has collaborated with notable professionals, including Salvatore Longo and Mischa Schmidt. These partnerships have contributed to the advancement of his projects and the successful implementation of his inventions.
Conclusion
Tobias Jacobs is a distinguished inventor whose work in machine learning and artificial intelligence has led to numerous patents and innovative solutions. His contributions continue to impact various industries, showcasing the importance of his research and development efforts.