Jing Wang

Title: Jing Wang: Innovator in Machine Learning and Data Processing

Introduction

Jing Wang is a prominent inventor based in Santa Clara, CA, known for her contributions to machine learning and data processing technologies. With a total of 6 patents, she has made significant strides in developing innovative solutions that enhance the efficiency and effectiveness of machine learning models.

Latest Patents

One of her latest patents focuses on contribution incrementality in machine learning models. This patent discloses methods, systems, and computer programs encoded on a computer storage medium for training and utilizing machine learning models. The methods include creating a model that represents relationships between user attributes, content exposures, and performance levels for a target action using organic exposure data. This data specifies one or more organic exposures experienced by a particular user over a specified time prior to the performance of a target action. Additionally, it incorporates third-party exposure data that specifies third-party exposures of a specified type of digital component to the particular user over the same time period. The model allows for determining an incremental performance level attributable to each of the third-party exposures at the action time when the target action was performed.

Another notable patent involves automatically determining table locations and table cell types. This patent describes systems, software, and computer-implemented methods for identifying table locations and cell types within spreadsheets. The method includes receiving a request to detect tables, extracting features from an input spreadsheet, and providing them to a trained table detection model. This model predicts whether worksheet cells are table cells or background cells, generating binary classifications that indicate the cell types. A contour detection process is then performed to generate table location information that describes at least one table boundary in the spreadsheet.

Career Highlights

Jing Wang has worked with leading technology companies, including Google Inc. and SAP SE. Her experience in these organizations has allowed her to refine her skills and contribute to groundbreaking projects in the field of machine learning and data processing.

Collaborations

Throughout her career, Jing has collaborated with talented individuals such as Xinlong Bao and Mert Dikmen. These collaborations have fostered innovation and have led to the development of advanced technologies in her field.

Conclusion

Jing Wang's contributions to machine learning and data processing are noteworthy, as evidenced by her patents and career achievements. Her work continues to influence the industry and pave the way for future innovations.