Notice：
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12-30
2019
Stein's Method for Big-Data Systems: From Learning Queues to Q-Learning【IIIS-Haihua Frontier Seminar Series】
Speaker: Lei Ying University of Michigan Time: 2019-12-30 10:30-2019-12-30 11:30 Venue: FIT 1-222 Abstract: Big-data analytics involves data collection, data processing, and mining of and learning ...
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12-30
2019
Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning?【IIIS-Haihua Frontier Seminar Series】
Speaker: Ruosong Wang Carnegie Mellon University Time: 2019-12-30 14:00-2019-12-30 15:00 Venue: Block D 15th floor，Science & Technology Mansion， Tsinghua Science Park Abstract: Modern deep learni...
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12-27
2019
Unsupervised state embedding and aggregation towards scalable reinforcement learning【IIIS-Haihua Distinguished Seminar Series in Artificial Intelligence】
Speaker: Mengdi Wang Princeton University Time: 2019-12-27 14:00-2019-12-27 15:00 Venue: FIT Lecture Hall Abstract: In this talk we survey recent advances on statistical efficiency and regret of re...
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12-26
2019
Where to next with first-order optimization?【IIIS-Haihua Distinguished Seminar Series in Artificial Intelligence】
Speaker: Chris Maddison the Insitute for Advanced Study in Princeton Time: 2019-12-26 15:30-2019-12-26 16:30 Venue: FIT Lecture Hall Abstract: First-order methods for numerical optimization are ce...
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12-23
2019
Resource theory of quantum channels and applications in benchmarking quantum memory
Speaker: Yunchao Liu UC Berkeley Time: 2019-12-23 14:00-2019-12-23 15:00 Venue: MMW327 Abstract: Quantum resource theories have been widely studied to systematically characterize the non-classicali...
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12-20
2019
Designing Explicit Regularizers for Deep Models【IIIS-Haihua Frontier Seminar Series】
Speaker: Tengyu Ma Stanford University Time: 2019-12-20 14:00-2019-12-20 15:00 Venue: FIT 1-315 Abstract: I will discuss some recent results on designing explicit regularizers to improve the genera...