开课单位--圣地亚哥大学
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Four graph partitioning algorithms四的图的划分算法
  Fan Chung(圣地亚哥大学) We will discuss four partitioning algorithms using eigenvectors, random walks, PageRank and their variations. In particular, we will examine local par...
热度：54

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On the Convergence of the Convex-Concave Procedure[关于凸凹过程的收敛性]
  Bharath K. Sriperumbudur(圣地亚哥大学) The concave-convex procedure (CCCP) is a majorization-minimization algorithm that solves d.c. (difference of convex functions) programs as a sequence ...
热度：111

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A biologically plausible network for the computation of orientation dominance[一种用于计算取向优势的生物合理网络]
  Kritika Muralidharan(圣地亚哥大学) The determination of dominant orientation at a given image location is formulated as a decision-theoretic question. This leads to a novel measure for ...
热度：30

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On the relation between universality, characteristic kernels and RKHS embedding of measures[普遍性的关系，特征的内核和算法嵌入的措施]
  Bharath K. Sriperumbudur(圣地亚哥大学) Universal kernels have been shown to play an important role in the achievability of the Bayes risk by many kernel-based algorithms that include binary...
热度：92

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Tuning Optimizers for Time-Constrained Problems using Reinforcement Learning[使用强化学习调整时间约束问题的优化器]
  Paul Ruvolo(圣地亚哥大学) Many popular optimization algorithms, like the Levenberg-Marquardt algorithm (LMA), use heuristic-based “controllers” that modulate the behavior o...
热度：60
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