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12-12
2019
Quantum algorithms for optimization and machine learning
Speaker: Time: 2019-12-12 13:55-2019-12-12 13:55 Venue: Abstract: The theories of optimization and machine learning answer foundational questions in computer science and lead to new algorithms fo...
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12-11
2019
Designing Fast and Robust Learning Algorithms【IIIS-Haihua Frontier Seminar Series】
Speaker: Yu Cheng University of Illinois at Chicago Time: 2019-12-11 14:00-2019-12-11 15:00 Venue: Block D 15th floor, Science & Technology Mansion, Tsinghua Science Park Abstract: Most people inte...
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12-10
2019
Toward theoretical understanding of deep learning【IIIS-Haihua Distinguished Seminar Series in Artificial Intelligence】
Speaker: Sanjeev Arora Princeton University and Institute for Advanced Study Time: 2019-12-10 10:30-2019-12-10 11:30 Venue: FIT Lecture Hall Abstract: Deep learning has proved very successful at a ...
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12-06
2019
Integrating Machine Learning with Game Theory for Societal Challenges【IIIS-Haihua Distinguished Seminar Series in Artificial Intelligence】
Speaker: Fei Fang Carnegie Mellon University Time: 2019-12-06 14:00-2019-12-06 15:00 Venue: FIT Lecture Hall Abstract: Real-world problems such as protecting critical infrastructure and cyber netwo...
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11-28
2019
What 2-layer neural nets can we optimize?【IIIS-Haihua Distinguished Seminar Series in Artificial Intelligence】
Speaker: Rong Ge the computer science department at Duke University Time: 2019-11-28 14:00-2019-11-28 15:00 Venue: FIT Lecture Hall Abstract: Optimizing neural networks is a highly nonconvex proble...
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11-27
2019
Provably Beneficial Artificial Intelligence
Speaker: Stuart Russell UC Berkeley Time: 2019-11-27 11:00-2019-11-27 12:00 Venue: FIT Lecture Hall Abstract: It is reasonable to expect that AI capabilities will eventually exceed those of humans...