Ashok N Srivastava

Title: Innovations of Ashok N. Srivastava: Pioneering Machine Learning Patents

Introduction: Ashok N. Srivastava, based in Mountain View, California, is a notable inventor with a remarkable portfolio of 39 patents. His work focuses primarily on enhancing the relevance and reliability of machine learning models, offering solutions that are pivotal in today's data-driven landscape.

Latest Patents: Among his latest innovations is the patent for "Dataset ranking based on composite score." This method provides a dataset rank metric for measuring relevance, generating a graph structure to represent a multitude of datasets connected by data lineage. Each dataset is linked to a respective composite score, which helps present datasets in a user interface according to their ranking. Another significant contribution is the "System and method for quantifying uncertainty in machine learning models," which assists in training a classifier model using both labeled and unlabeled datasets. This innovation emphasizes the model's ability to signal uncertainty in classifications, thus improving the trustworthiness of machine learning applications.

Career Highlights: Ashok has made significant contributions to prominent technology companies, including Verizon Patent and Licensing Inc. and Intuit, Inc. His experience in these companies has been instrumental in shaping his innovative approaches and methodologies in the field of machine learning and data processing.

Collaborations: Throughout his career, Ashok has collaborated with several talented individuals, including Douglas M. Pasko and Hani Batla. These collaborations have enhanced his research and development, leading to the successful creation of impactful patents.

Conclusion: Ashok N. Srivastava's contributions to the fields of machine learning and data relevance are invaluable. With 39 patents to his name, he continues to push the boundaries of technology, making significant strides in enhancing the capabilities and reliability of machine learning models. His work not only showcases his innovative spirit but also sets a benchmark for future developments in the industry.