Eren Manavoglu

Title: Eren Manavoglu: Innovator in Dense Retrieval and Online Advertising

Introduction

Eren Manavoglu is a notable inventor based in Menlo Park, CA. He has made significant contributions to the fields of dense retrieval and online advertising. With a total of 5 patents, his work has had a considerable impact on how search results are ranked and how advertising models predict user engagement.

Latest Patents

One of Eren's latest patents focuses on "Dense retrieval employing progressive distillation training." This technology relates to the ranking of search results based on user queries. The process involves computing an embedding of the query and selecting candidate results from a pool based on this embedding. A similarity score is then calculated for the candidate results, allowing for effective ranking and identification of relevant results.

Another significant patent is centered on "Using linear and log-linear model combinations for estimating probabilities of events." This method combines multiple probability models in an online advertising system. It utilizes a feature set slice to train predictive models, which are then combined to enhance the accuracy of click predictions for query-advertisement pairs.

Career Highlights

Eren has worked with prominent companies such as Yahoo! Inc. and Microsoft Technology Licensing, LLC. His experience in these organizations has allowed him to refine his skills and contribute to innovative projects that push the boundaries of technology.

Collaborations

Throughout his career, Eren has collaborated with talented individuals, including Kannan Achan and Erick Cantu-Paz. These partnerships have fostered a creative environment that has led to groundbreaking advancements in their respective fields.

Conclusion

Eren Manavoglu's contributions to dense retrieval and online advertising exemplify his innovative spirit and technical expertise. His patents reflect a deep understanding of complex systems and a commitment to enhancing user experience in technology.