图 书 馆开课单位--苏黎世理工学院
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1Submodularity in Machine Learning and Vision[机器学习与视觉中的子模块化]
Andreas Krause(苏黎世理工学院) Numerous problems in machine learning and vision are inherently discrete. More often than not, these lead to challenging optimization problems. While ...
热度：60
Andreas Krause(苏黎世理工学院) Numerous problems in machine learning and vision are inherently discrete. More often than not, these lead to challenging optimization problems. While ...
热度：60
2From Proteins to Robots: Learning to Optimize with Confidence[从蛋白质到机器人：自信地学习优化]
Andreas Krause(苏黎世理工学院) With the success of machine learning, we increasingly see learning algorithms make decisions in the real world. Often, however, this is in stark contr...
热度：49
Andreas Krause(苏黎世理工学院) With the success of machine learning, we increasingly see learning algorithms make decisions in the real world. Often, however, this is in stark contr...
热度：49
3The Minimum Transfer Cost Principle for Model-Order Selection[模型订单选择的最小转移成本原则]
Morteza Haghir Chehreghani(苏黎世理工学院) The goal of model-order selection is to select a model variant that generalizes best from training data to unseen test data. In unsupervised learning ...
热度：56
Morteza Haghir Chehreghani(苏黎世理工学院) The goal of model-order selection is to select a model variant that generalizes best from training data to unseen test data. In unsupervised learning ...
热度：56
4Streaming Submodular Maximization: Massive Data Summarization on the Fly[流子模块最大化：海量数据动态摘要]
Baharan Mirzasoleiman(苏黎世理工学院) How can one summarize a massive data set "on the fly", i.e., without even having seen it in its entirety? In this paper, we address the prob...
热度：119
Baharan Mirzasoleiman(苏黎世理工学院) How can one summarize a massive data set "on the fly", i.e., without even having seen it in its entirety? In this paper, we address the prob...
热度：119
5Density estimation of initial conditions for populations of dynamical systems[动力系统种群初始条件的密度估计]
Alberto Busetto(苏黎世理工学院) A computational approach that estimates the probability density of the initial conditions for a population of dynamical systems is presented. Its scop...
热度：38
Alberto Busetto(苏黎世理工学院) A computational approach that estimates the probability density of the initial conditions for a population of dynamical systems is presented. Its scop...
热度：38
6Challenges in Cosmic Shear[宇宙剪切的挑战]
Alexandre Refregier(苏黎世理工学院) Recent observations have shown that the Universe is dominated by two mysterious components, Dark Matter and Dark Energy. Their nature pose some of the...
热度：51
Alexandre Refregier(苏黎世理工学院) Recent observations have shown that the Universe is dominated by two mysterious components, Dark Matter and Dark Energy. Their nature pose some of the...
热度：51
7Information Theoretic Model Validation by Approximate Optimization[信息论模型的近似优化验证 ]
Joachim M. Buhmann(苏黎世理工学院) Model selection in pattern recognition requires (i) to specify a suitable cost function for the data interpretation and (ii) to control the degrees of...
热度：42
Joachim M. Buhmann(苏黎世理工学院) Model selection in pattern recognition requires (i) to specify a suitable cost function for the data interpretation and (ii) to control the degrees of...
热度：42
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