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检索条件"主题词=Probabilistic Graphical Models"
399 条 记 录,以下是311-320 订阅
排序:
Stokes, Gauss, and Bayes Walk into a Bar...
Stokes, Gauss, and Bayes Walk into a Bar...
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作者: Kightley, Eric Paul University of Colorado Boulder
学位级别:博士
This thesis consists of three distinct projects. The first is a study of microbial aggregate fragmentation, in which we develop a dynamical model of aggregate deformation and breakage and use it to obtain a post-fragm... 详细信息
来源: 评论
Statistical Consistency of Structural Learning in Networks and graphical models
Statistical Consistency of Structural Learning in Networks a...
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作者: Lou, Xingmei University of California Davis
学位级别:Ph.D., Doctor of Philosophy
This dissertation aims to address the statistical consistency for two classical structural learning problems, one is community detection in networks, and the other one is structural learning in probabilistic graphical... 详细信息
来源: 评论
Building Practical Statistical Relational Learning Systems
Building Practical Statistical Relational Learning Systems
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作者: Augustine, Eriq University of California Santa Cruz
学位级别:Ph.D., Doctor of Philosophy
In our increasingly connected world, data comes from many different sources, in many different forms, and is noisy, complex, and structured. To confront modern data, we need to embrace the structure inherent in the da... 详细信息
来源: 评论
Spectral Probablistic Modeling and Applications to Natural Language Processing
Spectral Probablistic Modeling and Applications to Natural L...
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作者: Ankur Parikh Carnegie Mellon University
学位级别:博士
probabilistic modeling with latent variables is a powerful paradigm that has led to key advances in many applications such natural language processing, text mining, and computational biology. Unfortunately, while intr... 详细信息
来源: 评论
Distributed Learning, Prediction and Detection in probabilistic Graphs
Distributed Learning, Prediction and Detection in Probabilis...
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作者: Meng, Zhaoshi University of Michigan
学位级别:Ph.D., Doctor of Philosophy
Critical to high-dimensional statistical estimation is to exploit the structure in the data distribution. probabilistic graphical models provide an efficient framework for representing complex joint distributions of r... 详细信息
来源: 评论
Learning Gene Networks Underlying Clinical Phenotypes Under SNP Perturbations From Genome-Wide Data
Learning Gene Networks Underlying Clinical Phenotypes Under ...
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作者: Calvin McCarter Carnegie Mellon University
学位级别:博士
Recent technologies are generating an abundance of genome sequence data and molecular and clinical phenotype data, providing an opportunity to understand the genetic architecture and molecular mechanisms underlying di... 详细信息
来源: 评论
Learning Deep Generative models
Learning Deep Generative Models
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作者: Salakhutdinov, Ruslan University of Toronto
学位级别:doctor
Building intelligent systems that are capable of extracting high-level representations from high-dimensional sensory data lies at the core of solving many AI related tasks, including object recognition, speech percept... 详细信息
来源: 评论
New Algorithms for Predicting Conformational Polymorphismand Inferring Direct Couplings for Side Chains of Proteins
New Algorithms for Predicting Conformational Polymorphismand...
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作者: Soltan Ghoraie, Laleh University of Waterloo
学位级别:doctor
Protein crystals populate diverse conformationalensembles. Despite much evidence that there is widespreadconformational polymorphism in protein side chains, most of thexray crystallography data are modelled by single ... 详细信息
来源: 评论
Designing Effective Multimodal Behaviors for Robots: A Data-Driven Perspective  13
Designing Effective Multimodal Behaviors for Robots: A Data-...
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15th ACM International Conference on Multimodal Interaction (ICMI)
作者: Huang, Chien-Ming Univ Wisconsin Dept Comp Sci 1210 W Dayton St Madison WI 53706 USA
Robots need to effectively use multimodal behaviors, including speech, gaze, and gestures, in support of their users to achieve intended interaction goals, such as improved task performance. This proposed research con... 详细信息
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A Bayesian Classifier based on Constraints of Ordering of Variables for Fraud Detection  4
A Bayesian Classifier based on Constraints of Ordering of Va...
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4th International Congress of Innovation and Trends in Engineering (CONIITI)
作者: Shiguihara-Juarez, Pedro Murrugarra-Llerena, Nils Univ Peruana Ciencias Aplicadas Dept Comp Sci Lima Peru Univ Pittsburgh Dept Comp Sci Pittsburgh PA 15260 USA
Fraud detection is important for financial institutions and the society. Supervised machine learning techniques were applied for fraud detection. However, mostly discriminative techniques were applied on these problem... 详细信息
来源: 评论