开课单位--哥伦比亚大学
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Semi-Supervised Sparse Metric Learning Using Alternating Linearization Optimization[基于交替线性化优化的半监督稀疏度量学习 ]
  Wei Liu(哥伦比亚大学) In plenty of scenarios, data can be represented as vectors and then mathematically abstracted as points in a Euclidean space. Because a great number o...
热度:31

32
Scalable Similarity Search with Optimized Kernel Hashing[基于优化核散列的可扩展相似性搜索]
  Junfeng He(哥伦比亚大学) Scalable similarity search is the core of many large scale learning or data mining applications. Recently, many research results demonstrate that one ...
热度:61

33
Matching Patient Records to Clinical Trials Using Ontologies[使用本体将患者记录与临床试验相匹配 ]
  Chintan Patel(哥伦比亚大学) This talk describes a large case study that explores the applicability of ontology reasoning to problems in the medical domain. We investigate whether...
热度:71

34
The State and the democracy: new perspectives [国家与民主:新视角]
  Alfred C. Stepan(哥伦比亚大学) Alfred Stepan (Ph.D., Columbia University, 1969). His teaching and research interests include comparative politics, theories of democratic transitions...
热度:76

35
Graph Construction and b-Matching for Semi-Supervised Learning[半监督学习的图形构建与b匹配]
  Tony Jebara(哥伦比亚大学) Graph based semi-supervised learning (SSL) methods play an increasingly important role in practical machine learning systems. A crucial step in graph ...
热度:76

36
Graph Transduction via Alternating Minimization[通过交替最小化进行图形转换]
  Jun Wang(哥伦比亚大学) Graph transduction methods label input data by learning a classification function that is regularized to exhibit smoothness along a graph over labeled...
热度:75

37
RASL: Robust Alignment by Sparse and Low-rank Decomposition for Linearly Correlated Images[RASL:线性相关图像的稀疏和低秩分解的鲁棒对齐算法]
  John Wright(哥伦比亚大学) This paper studies the problem of simultaneously aligning a batch of linearly correlated images despite gross corruption (such as occlusion). Our meth...
热度:121

38
Devaluations, Inflation, and Labor Income Dynamics[贬值,通货膨胀和劳动收入动态]
  Andres Drenik(哥伦比亚大学) Devaluations, Inflation, and Labor Income Dynamics
热度:35
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