图 书 馆开课单位--哥伦比亚大学
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21Distilled Sensing: Active sensing for sparse recovery[蒸馏感测：主动感测，稀疏恢复]
Rui Castro(哥伦比亚大学) The study and use of sparse representations in data-rich applications has garnered signi cant attention in the signal processing, statistics, and mach...
热度：38
Rui Castro(哥伦比亚大学) The study and use of sparse representations in data-rich applications has garnered signi cant attention in the signal processing, statistics, and mach...
热度：38
22Multi-Task Discriminative Estimation for Generative Models and Probabilities[生成模型和概率的多任务判别估计]
Tony Jebara(哥伦比亚大学) Maximum entropy discrimination is a method for estimating distributions such that they meet classification constraints and perform accurate prediction...
热度：67
Tony Jebara(哥伦比亚大学) Maximum entropy discrimination is a method for estimating distributions such that they meet classification constraints and perform accurate prediction...
热度：67
23Information Rates and Optimal Decoding in Large Neural Populations[大神经群中的信息率与最优译码]
David Pfau(哥伦比亚大学) Many fundamental questions in theoretical neuroscience involve optimal decoding and the computation of Shannon information rates in populations of spi...
热度：43
David Pfau(哥伦比亚大学) Many fundamental questions in theoretical neuroscience involve optimal decoding and the computation of Shannon information rates in populations of spi...
热度：43
24Identifying Dendritic Processing[鉴别树枝状加工]
Aurel A. Lazar(哥伦比亚大学) In system identification both the input and the output of a system are available to an observer and an algorithm is sought to identify parameters of a...
热度：47
Aurel A. Lazar(哥伦比亚大学) In system identification both the input and the output of a system are available to an observer and an algorithm is sought to identify parameters of a...
热度：47
25MAP Estimation with Perfect Graphs[完美图的MAP估计]
Tony Jebara(哥伦比亚大学) Efficiently finding the maximum a posteriori (MAP) configuration of a graphical model is an important problem which is often implemented using message...
热度：65
Tony Jebara(哥伦比亚大学) Efficiently finding the maximum a posteriori (MAP) configuration of a graphical model is an important problem which is often implemented using message...
热度：65
26Dynamic Bayesian Networks for Multimodal Interaction[用于多模式交互的动态贝叶斯网络]
Tony Jebara(哥伦比亚大学) Dynamic Bayesian networks (DBNs) offer a natural upgrade path beyond classical hidden Markov models and become especially relevant when temporal data ...
热度：57
Tony Jebara(哥伦比亚大学) Dynamic Bayesian networks (DBNs) offer a natural upgrade path beyond classical hidden Markov models and become especially relevant when temporal data ...
热度：57
27The Story of American Freedom: 1776-2005[美国自由的故事：1776-2005]
Eric Foner(哥伦比亚大学) Although the idea of freedom is nearly ubiquitous in American public discourse -- and perhaps no more so than today – it has been subject to a r...
热度：88
Eric Foner(哥伦比亚大学) Although the idea of freedom is nearly ubiquitous in American public discourse -- and perhaps no more so than today – it has been subject to a r...
热度：88
28Majorization for CRFs and Latent Likelihoods[CRF的专业化和潜在的可能性]
Anna Choromanska(哥伦比亚大学) The partition function plays a key role in probabilistic modeling including conditional random fields, graphical models, and maximum likelihood estima...
热度：52
Anna Choromanska(哥伦比亚大学) The partition function plays a key role in probabilistic modeling including conditional random fields, graphical models, and maximum likelihood estima...
热度：52
29Conformal Multi-Instance Kernels[正交多实例内核]
Matthew B. Blaschko(哥伦比亚大学) In the multiple instance learning setting, each observation is a bag of feature vectors of which one or more vectors indicates membership in a class....
热度：66
Matthew B. Blaschko(哥伦比亚大学) In the multiple instance learning setting, each observation is a bag of feature vectors of which one or more vectors indicates membership in a class....
热度：66
30Learning a Distance Metric for Structured Network Prediction[结构化网络预测的距离度量学习 ]
Stuart Andrews(哥伦比亚大学) Man-made or naturally-formed networks typically exhibit a high degree of structural regularity. In this paper, we introduce the problem of structured...
热度：98
Stuart Andrews(哥伦比亚大学) Man-made or naturally-formed networks typically exhibit a high degree of structural regularity. In this paper, we introduce the problem of structured...
热度：98