Location History:
- Mountain View, CA (US) (2020)
- Sunnyvale, CA (US) (2019 - 2022)
Company Filing History:
Years Active: 2019-2022
Title: Elad Edwin Tzvi Eban: Innovator in Machine Learning Technologies
Introduction
Elad Edwin Tzvi Eban is a notable inventor based in Sunnyvale, CA. He has made significant contributions to the field of machine learning, particularly in the development of innovative classification models. With a total of 3 patents, Eban's work is recognized for its practical applications in artificial intelligence.
Latest Patents
Eban's latest patents include "Constrained classification and ranking via quantiles." This patent focuses on systems and methods for learning classification models that meet specific constraints, such as predicted positive or negative rates on subsets of training datasets. By utilizing quantile estimators, Eban's approach transforms constrained optimization problems into more efficient unconstrained optimization problems.
Another significant patent is "Differentiable jaccard loss approximation for training an artificial neural network." This invention relates to training artificial neural networks using a differentiable Jaccard Loss approximation. The method involves obtaining a training image and its corresponding ground truth mask, applying an ANN to generate output segmentation, and modifying the ANN's weights based on the Jaccard Loss approximation.
Career Highlights
Eban is currently employed at Google Inc., where he continues to push the boundaries of machine learning technologies. His work has garnered attention for its innovative approaches to complex problems in artificial intelligence.
Collaborations
Eban has collaborated with notable colleagues, including Yair Movshovitz-Attias and Alan Mackey. These collaborations have contributed to the advancement of his research and the development of cutting-edge technologies.
Conclusion
Elad Edwin Tzvi Eban is a prominent figure in the field of machine learning, with a focus on developing efficient classification models and training methodologies. His contributions through patents and collaborations highlight his commitment to innovation in technology.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.