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03-12
2018
Provable and Practical Algorithms for Non-convex Problems in Machine Learning
Speaker: Yang Yuan Cornell University Time: 2018-03-12 13:00-2018-03-12 14:00 Venue: FIT 1-222 Abstract: Machine learning has become one of the most exciting research areas in the world, with vario...
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12-29
2017
Protein Contact Prediction and Folding by Deep Learning
Speaker: Dr. Jinbo Xu Toyota Technological Institute at Chicago Time: 2017-12-29 10:00-2017-12-29 11:00 Venue: FIT 1-222 Abstract: Ab initio folding is one of the most challenging problems in Compu...
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12-28
2017
Keeping One Step Ahead of Cancers: Anticipating and Deciphering Resistance Mutations
Speaker: Yang Shen Time: 2017-12-28 14:00-2017-12-28 15:00 Venue: FIT 1-222 Abstract: Living cells can be viewed as systems of interacting biomolecules whereas therapeutics can be viewed as contro...
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12-21
2017
Programmable Data Plane and its application in Network Monitoring
Speaker: Xiaoqi Chen Princeton University Time: 2017-12-21 13:30-2017-12-21 14:30 Venue: FIT 1-222 Abstract: Software-Defined Networking had evolved into a new era with the rise of programmable ne...
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12-20
2017
Beyond Functionality: Combating Timing and Security Challenges in the Design of Intelligent Systems
Speaker: Dr. Qi Zhu Northwestern University Time: 2017-12-20 10:00-2017-12-20 11:00 Venue: FIT 1-222 Abstract: Intelligent engineering systems, such as autonomous vehicles, industrial robots, smart...
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12-14
2017
HiGrad: Statistical Inference for Stochastic Approximation and Online Learning
Speaker: Xiaoqi Chen University of Pennsylvania Time: 2017-12-14 14:30-2017-12-14 15:30 Venue: FIT 1-222 Abstract: Stochastic gradient descent (SGD) is an immensely popular approach for online lea...