Company Filing History:
Years Active: 2022-2025
Title: Innovations by Golnaz Ghiasi: A Trailblazing Inventor in Machine Learning
Introduction
Golnaz Ghiasi is a prominent inventor based in Mountain View, CA, known for her groundbreaking contributions to the field of machine learning and artificial intelligence. With six patents to her name, she has made significant strides in developing methods and systems that enhance computational efficiency and accuracy in neural networks. Her work continues to influence the evolution of technology in this fast-changing domain.
Latest Patents
Golnaz Ghiasi's recent innovations include the following notable patents:
1. **Multi-task self-training for learning general representations** - This patent addresses methods, systems, and apparatus, including computer programs encoded on storage media, for training an image representation neural network. This approach not only optimizes the training process but also enhances the model's ability to generalize from varied inputs.
2. **Scale-permuted machine learning architecture** - This invention introduces a computer-implemented method for generating scale-permuted models. The focus is on improving accuracy while reducing evaluation computational requirements. The method involves defining a search space that includes multiple candidate permutations of candidate feature blocks, enabling the model to adapt to diverse scales efficiently.
Career Highlights
Golnaz has effectively leveraged her expertise at Google Inc., where she has focused on advancing machine learning technologies. Her innovative spirit and technical prowess have helped propel her career, establishing her as a leading figure in her field.
Collaborations
Throughout her career, Golnaz Ghiasi has worked alongside notable colleagues, including Tsung-Yi Lin and Barret Zoph. These collaborations have fostered an environment of shared knowledge and innovation, further enhancing the impact of her work in the realm of artificial intelligence.
Conclusion
Golnaz Ghiasi's contributions to machine learning exemplify the transformative power of innovation in technology. With a total of six patents, her pioneering work in developing advanced systems and methods positions her as a significant player in the future of artificial intelligence and neural network research. Her journey is a testament to the profound impact that inventors can have on society through their relentless pursuit of knowledge and advancement.