开课单位--法国国家信息与自动化研究所
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Computer algebra for lattice path combinatorics[晶格路径组合的计算机代数]
  Alin Bostan(法国国家信息与自动化研究所) Classifying lattice walks in restricted lattices is an important problem in enumerative combinatorics. Recently, computer algebra has been used to exp...
热度:26

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Large-scale and larger-scale image search[大规模和大规模的图像搜索]
   Hervé Jégou(法国国家信息与自动化研究所) The first part of this tutorial, dedicated to large-scale image retrieval, will first introduce the typical use-cases and the datasets used for evalua...
热度:29

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Non-uniform Deblurring for Shaken Images[非均匀的去模糊图像动摇]
  Oliver Whyte,;WILLOW; INRIA (法国国家信息与自动化研究所) Blur from camera shake is mostly due to the 3D rotation of the camera, resulting in a blur kernel that can be significantly non-uniform across the ima...
热度:90

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Beyond stochastic gradient descent for large-scale machine learning[大规模机器学习的超越随机梯度下降]
  Francis R. Bach(法国国家信息与自动化研究所) Many machine learning and signal processing problems are traditionally cast as convex optimization problems. A common difficulty in solving these prob...
热度:38

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Learning with Submodular Functions: A Convex Optimization Perspective[子模函数学习:凸优化的一个视角]
   Francis R. Bach(法国国家信息与自动化研究所) Submodular functions are relevant to machine learning for mainly two reasons: (1) some problems may be expressed directly as the optimization of submo...
热度:103

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Active Set Algorithm for Structured Sparsity-Inducing Norm[结构化稀疏诱导范数的有效集算法]
  Rodolphe Jenatton(法国国家信息与自动化研究所) We consider the empirical risk minimization problem for linear supervised learning, with regularization by structured sparsity-inducing norms. These a...
热度:131

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Clouds in San Francisco Bay Area[在旧金山海湾地区的云系统]
  Christine Morin(法国国家信息与自动化研究所) Cloud computing has rapidly gained momentum in industry and research. The Silicon Valley is a unique ecosystem in the world with large companies like ...
热度:335

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On Image Contours of Projective Shapes[关于射影图形的图像轮廓]
   Jean Ponce(法国国家信息与自动化研究所) This paper revisits classical properties of the outlines of solid shapes bounded by smooth surfaces, and shows that they can be established in a purel...
热度:40

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Dense Semi-rigid Scene Flow Estimation from RGBD Images[基于半稠密场景图像的刚体流估计]
   Julián Quiroga(法国国家信息与自动化研究所) Scene flow is defined as the motion field in 3D space, and can be computed from a single view when using an RGBD sensor. We propose a new scene flow a...
热度:54

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Programming the Semantic Web[语义网编程]
  Fabien Gandon(法国国家信息与自动化研究所) The Semantic Web changes the way we deal with data, because assumptions about the nature of the data that we deal with differ substantially from the o...
热度:37
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