CAAI Cloud Classroom Lesson 9: Zhang Benyu, chief scientist of Ant Financial Services Group sharing Laboratory, explained that "connecting big data's isolated island"
The prevention and control of the epidemic will not be relaxed, and learning will not be interrupted. In this special period, Chinese Association for Artificial Intelligence (CAAI) explored the innovation mode of academic exchange, built a bridge connecting the knowledge of intelligent science and technology with the screen around AI academic and technology, and set up a series of activities such as CAAI Cloud Classroom for CAAI members and AI practitioners. With the support of Green Platform of China Association of Science and Technology (CAST), we will provide free and high-quality knowledge services through cutting-edge and high-quality courses. Let's start cloud interaction, face to face with the lecturer!
Sponsor: Chinese Association for Artificial Intelligence
Co organizer: Green Platform (innovation resource sharing platform)
CAAI Member Services Working Committee
Ant Financial Services Group shares the chief scientist of the intelligent laboratory
Engaged in AI research and development for nearly 20 years, has worked in Microsoft Research Asia, Google, Facebook. He has published more than 40 academic papers and more than 150 patents related to AI. He has served as a reviewer and a member of the procedure committee for a number of international conferences and periodicals. Initiate and lead the research and development of core AI technologies and systems for advertising, search, recommendation and other scenarios in Google and FB. Currently working in Ant Financial Services Group, the leader of the Ministry of shared Intelligence, building a new generation of data Internet, and developing a shared intelligent platform, so that big data and artificial intelligence applications can safely and efficiently use multi-party data, making data available and unavailable. Has landed in a number of financial-level scenarios such as Ant Financial Services Group's joint micro-loan with banking institutions.
The theme of this course of Mr. Zhang Benyu's live course is "connecting big data's isolated Island, making multi-party data available and unavailable."
Abstract: so far, machine learning is basically based on a strong assumption that the distribution of training data is the same as that of test data. This assumption is not true in many practical applications. For example, in Internet data mining, the distribution of web pages may be out of date.
This defect will lead to a great decline in the function of the classifier, and it is not realistic to retrieve and label new data in many applications. This is a problem called transfer learning. The crux of the question is whether we can learn to follow suit. In this lecture, I will review and summarize the context of transfer learning, and systematically describe our recent research progress in this area.
1. Live broadcast: 10:00-11:30, April 26
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4. CAAI cloud classroom will be open to the public free of charge, and will not charge you in any form, and no organization can reprint in the name of charge.