开课单位--不列颠哥伦比亚大学
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Limited-memory quasi-Newton and Hessianfree Newton methods for non-smooth optimization[有限记忆拟牛顿和Hessianfree牛顿非光滑优化方法]
  Mark Schmidt(不列颠哥伦比亚大学 ) Limited-memory quasi-Newton and Hessian-free Newton methods are two workhorses of unconstrained optimization of high-dimensional smooth objectives. Ho...
热度:63

22
Machine Learning, Uncertain Information, and the Inevitability of Negative `Probabilities'[机器学习、不确定信息和负“概率”的必然性 ]
  David Lowe(不列颠哥伦比亚大学) //`The only difference between a probabilistic classical world and the equations of the quantum world is that somehow or other it appears as if the pr...
热度:47

23
Monte Carlo Simulation for Statistical Inference, Model Selection and Decision Making [统计推断、模型选择和决策的蒙特卡罗模拟]
  Nando de Freitas(不列颠哥伦比亚大学) **The first part** of his course will consist of two presentations. In the first presentation, he will introduce fundamentals of Monte Carlo simulatio...
热度:46

24
Science Education in the 21st Century: Using the Tools of Science to Teach Science[21世纪的科学教育:用科学工具教科学]
  Carl Wieman(不列颠哥伦比亚大学) Spurred by such real-world challenges as global warming, Carl Wieman, a Nobel Prize-winning physicist, has transformed his curiosity about improving s...
热度:78

25
Fisheries and Global Warming: Impacts on Marine Ecosystems and Food Security[渔业和全球变暖:对海洋生态系统和粮食安全的影响]
  Daniel Pauly(不列颠哥伦比亚大学) Downward swooping lines on the graphs say it all: The world’s fish populations, and hence its fisheries, are collapsing. Daniel Pauly has analyzed re...
热度:80
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