开课单位--哥本哈根大学
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PAC-Bayesian Analysis: A Link Between Inference and Statistical Physics[PAC-贝叶斯分析:推理与统计物理学之间的联系]
  Yevgeny Seldin(哥本哈根大学) PAC-Bayesian analysis is a general tool for deriving generalization bounds for a wide class of inference rules. Interestingly, PAC-Bayesian generaliza...
热度:240

14
PAC-Bayesian Approach to Formulation of Clustering Objectives[聚类目标的pac-bayesian方法 ]
  Yevgeny Seldin(哥本哈根大学 ) Clustering is a widely used tool for exploratory data analysis. However, the theoretical understanding of clustering is very limited. We still do not ...
热度:53

15
PAC-Bayesian Analysis and Its Applications[PAC-Bayesian分析及其应用]
  Yevgeny Seldin, John Shawe-Taylor, François Laviolette(哥本哈根大学) PAC-Bayesian analysis is a basic and very general tool for data-dependent analysis in machine learning. By now, it has been applied in such diverse ar...
热度:54

16
Multi-Classification by Categorical Features via Clustering[通过聚类按分类特征进行多重分类]
  Yevgeny Seldin(哥本哈根大学) We derive a generalization bound for multi-classification schemes based on grid clustering in categorical parameter product spaces. Grid clustering pa...
热度:76

17
Minimum Likelihood Image Feature and Scale Detection Based on the Brownian Image Model[基于布朗图像模型的最小似然图像特征与尺度检测]
  Kim S. Pedersen(哥本哈根大学) We present a novel approach to image feature and scale detection based on the fractional Brownian image model in which images are realisations of a Ga...
热度:29

18
Speech and gestures: computational linguistic studies[言语和手势:计算语言学]
  Costanza Navarretta(哥本哈根大学) Speech and gestures: computational linguistic studies
热度:36
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