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12-26
2018
Understanding the Generalization Performance of Non-Convex Methods in Machine Learning
演讲人： Hongyang Zhang Stanford University 时间： 2018-12-26 14:00-2018-12-26 15:00 地点：FIT 1-222 内容： Non-convex optimization is the predominant method of choice for training machine learning m...
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12-25
2018
Understanding Optimization and Generalization in Deep Learning: A Trajectory-based Analysis
演讲人： Simon Shaolei Du Carnegie Mellon University 时间： 2018-12-25 10:10-2018-12-25 11:10 地点：FIT 1-222 内容： In this talk, I will present recent progress on understanding deep neural networks...
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12-24
2018
Provable Algorithms for Statistical Challenges in Data Driven Decision Making
演讲人： Yuhao Wang Massachusetts Institute of Technology 时间： 2018-12-24 14:00-2018-12-24 15:00 地点：FIT 1-222 内容： Data-driven decision making is now becoming increasingly important in various...
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12-18
2018
Understanding and Improving Generalization in ML and RL
演讲人： Tengyu Ma Stanford University 时间： 2018-12-18 16:10-2018-12-18 17:10 地点： FIT 1-222 内容： Sample efficiency is increasingly vital in ML and AI, as we aim for higher accuracies with larg...
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12-18
2018
Byzantine Agreement with Optimal Resilience, Communication, and Round Complexity
演讲人： Ling Ren University of Illinois, Urbana-Champaign 时间： 2018-12-18 14:00-2018-12-18 15:30 地点：FIT 1-222 内容： The boom of decentralized cryptocurrency revived interests in the classic pr...
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12-18
2018
Quantum simulations with strongly interacting photons: Simulating exotic phases of matter and applications in quantum technology
演讲人： Dimitris G. Angelakis National University of Singapore 时间： 2018-12-18 10:00-2018-12-18 12:00 地点：MMW S327 内容： Classical computers require enormous computing power and memory to simu...