开课单位--马萨诸塞大学
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Distributed MAP Inference for Undirected Graphical Models[无向图形化的模型分布图推理]
  Sameer Singh(马萨诸塞大学) In this work, we distribute the MCMC-based MAP inference using the Map-Reduce framework. The variables are assigned randomly to machines, which leads ...
热度:40

32
Manifold Alignment using Procrustes Analysis[使用Procrustes分析进行流形对齐]
  Chang Wang(马萨诸塞大学) In this paper we introduce a novel approach to manifold alignment, based on Procrustes analysis. Our approach differs from "semi-supervised align...
热度:158

33
Graph Clustering With Network Structure Indices[网络结构指数的图聚类]
  Matthew J. Rattigan(马萨诸塞大学) Graph clustering has become ubiquitous in the study of relational data sets. We examine two simple algorithms: a new graphical adaptation of the k -me...
热度:51

34
Directed Search for Generalized Plans Using Classical Planners[针对广义计划使用古典规划者搜索]
  Siddharth Srivastava(马萨诸塞大学) We consider the problem of finding provably correct generalized plans for situations where the number of objects may be unknown and unbounded during p...
热度:53

35
Analysis of Long Queries in a Large Scale Search Log[在一个大范围的搜索日志的查询分析]
  Michael Bendersky;Bruce Croft(马萨诸塞大学) Analysis of Long Queries in a Large Scale Search Log Outline Why Long Queries? Retrieval with Long Queries Length Analysis (2) Query Ty...
热度:47

36
Autonomous Robot Skill Acquisition[自主机器人技能的获得]
  George Konidaris, Scott Kuindersma(马萨诸塞大学) We describe a robot system that autonomously acquires skills through interaction with its environment. The robot learns to sequence the execution of a...
热度:70

37
Nanotechnology Collaboration, Information Transfer, and Field Structure[纳米技术合作,信息传输,和领域结构]
  Emily Erikson(马萨诸塞大学) Nanotechnology is a unique field encompassing many disciplines and specializations. Collaboration between firms is important the development of the fi...
热度:43

38
Manufacturing Issues and the National Nanomanufacturing Network[制造业问题和国家纳米制造网络 ]
  Mark Tuominen(马萨诸塞大学) Without manufacturing, there are no products. Nanomanufacturing involves a broad range of issues that are addressed with best practices developed from...
热度:35

39
PPOL G 797 - Epidemiological Thinking For Non-Specialists, Fall 2007[PPOL G 797 - 非专业人员的流行病学思考,2007年秋季]
  Professor Peter Taylor, Ph.D.(马萨诸塞大学) Introduction to methods and problems in research and applications where quantitative data is analyzed to reconstruct possible pathways of development ...
热度:34

40
Mixtures of Hierarchical Topics with Pachinko Allo cation[层次主题与Pachinko分配的混合]
  David Mimno(马萨诸塞大学) The four-level pachinko al location model (PAM) (Li & McCallum, 2006) represents correlations among topics using a DAG structure. It does not, how...
热度:110
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