开课单位--卡内基梅隆大学

61
Never Ending Language Learning[语言学习永无止境]
  Tom Mitchell(卡内基梅隆大学)
热度:59

62
Detecting weak but hierarchically-structured patterns in networks[网络中弱层次结构模式的检测]
  Aarti Singh(卡内基梅隆大学) The ability to detect weak distributed activation patterns in networks is critical to several applications, such as identifying the onset of anomalous...
热度:30

63
Reduced-rank hidden Markov models [降秩隐马尔可夫模型]
  Byron Boots(卡内基梅隆大学) Hsu et al.(2009) recently proposed an efficient, accurate spectral learning algorithm for Hidden Markov Models (HMMs). In this paper we relax their as...
热度:35

64
Coupled Semi-Supervised Learning for Information Extraction[用于信息抽取的耦合半监督学习]
  Andrew Carlson(卡内基梅隆大学) We consider the problem of semi-supervised learning to extract categories (e.g., academic fields, athletes) and relations (e.g., PlaysSport (athlete, ...
热度:76

65
Collectively Representing Semi-Structured Data from the Web[从互联网中共同表示半结构化数据]
  Bhavana Dalvi(卡内基梅隆大学) In this paper, we propose a single lowdimensional representation of a large collection of table and hyponym data, and show that with a small number of...
热度:22

66
Near-Bayesian Exploration in Polynomial Time[多项式时间内的近贝叶斯探测]
  J. Zico Kolter(卡内基梅隆大学) We consider the exploration/exploitation problem in reinforcement learning (RL). The Bayesian approach to model-based RL offers an elegant solution to...
热度:29

67
What to Do When Search Fails: Finding Information by Association[搜索失败时该怎么办:按关联查找信息]
  Duen Horng Chau(卡内基梅隆大学) Feldspar lets people find personal information on their computer by specifying chains of associated information as queries, emulating the retrieval pr...
热度:51

68
Noise Thresholds for Spectral Clustering[噪声阀值的谱聚类算法]
  Sivaraman Balakrishnan(卡内基梅隆大学) Although spectral clustering has enjoyed considerable empirical success in machine learning, its theoretical properties are not yet fully developed. W...
热度:89

70
Student Travel Awards[学生旅游奖]
  Kamal Nigam(卡内基梅隆大学) Andrew Arnold Sitaram Asur Meghana Deodhar Rong Ge Ming Hua Bo Long Ping Luo Qiaozhu Mei Flavia Moser Shady Shehata Victor Shengli Sheng ...
热度:45