Contrastive estimation reveals topic posterior information to linear models

被引:0
|
作者
Tosh, Christopher [1 ]
Krishnamurthy, Akshay [2 ]
Hsu, Daniel [3 ]
机构
[1] Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York,NY,10065, United States
[2] Microsoft Research, New York,NY,10012, United States
[3] Department of Computer Science and Data Science Institute, Columbia University, New York,NY,10027, United States
关键词
Compendex;
D O I
暂无
中图分类号
学科分类号
摘要
Classification (of information) - Information retrieval systems
引用
收藏
相关论文
共 50 条
  • [21] Conditional Noise-Contrastive Estimation of Unnormalised Models
    Ceylan, Ciwan
    Gutmann, Michael U.
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 80, 2018, 80
  • [22] POSTERIOR PROBABILITIES OF ALTERNATIVE LINEAR MODELS
    KLOEK, R
    LEMPERS, FB
    ECONOMETRICA, 1971, 39 (04) : 124 - &
  • [23] Admissible Linear Estimation in Linear Models
    鹿长余
    朱显海
    东北数学, 1994, (01) : 71 - 80
  • [24] Neural Topic Modeling with Deep Mutual Information Estimation
    Xu, Kang
    Lu, Xiaoqiu
    Li, Yuan-fang
    Wu, Tongtong
    Qi, Guilin
    Ye, Ning
    Wang, Dong
    Zhou, Zheng
    BIG DATA RESEARCH, 2022, 30
  • [25] SOME RESULTS ON PARAMETER-ESTIMATION IN LINEAR-MODELS WITH PRIOR INFORMATION
    WU, QG
    ZANG, CB
    CHINESE SCIENCE BULLETIN, 1993, 38 (16): : 1321 - 1324
  • [26] A unifying approach to the estimation of the conditional Akaike information in generalized linear mixed models
    Saefken, Benjamin
    Kneib, Thomas
    van Waveren, Clara-Sophie
    Greven, Sonja
    ELECTRONIC JOURNAL OF STATISTICS, 2014, 8 : 201 - 225
  • [27] SPARSE ESTIMATION OF GENERALIZED LINEAR MODELS (GLM) VIA APPROXIMATED INFORMATION CRITERIA
    Su, Xiaogang
    Fan, Juanjuan
    Levine, Richard A.
    Nunn, Martha E.
    Tsai, Chih-Ling
    STATISTICA SINICA, 2018, 28 (03) : 1561 - 1581
  • [29] Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation
    Gupta, Umang
    Ferber, Aaron M.
    Dilkina, Bistra
    Ver Steeg, Greg
    THIRTY-FIFTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THIRTY-THIRD CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE AND THE ELEVENTH SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2021, 35 : 7610 - 7619
  • [30] Asynchronous distributed estimation of topic models for document analysis
    Asuncion, Arthur U.
    Smyth, Padhraic
    Welling, Max
    STATISTICAL METHODOLOGY, 2011, 8 (01) : 3 - 17