Robust Classification under Covariate Shift with Application to Active Learning

被引：0
|
作者：
Liu, Anqi [1 ]
机构：
[1] Univ Illinois, Dept Comp Sci, Chicago, IL 60607 USA
来源：
THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE | 2016年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
引用
收藏
页码：4307 / 4308
页数：2
相关论文
共 50 条
  • [1] Robust Fairness under Covariate Shift
    Rezaei, Ashkan
    Liu, Anqi
    Memarrast, Omid
    Ziebart, Brian D.
    [J]. 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 : 9419 - 9427
  • [2] Discriminative Learning Under Covariate Shift
    Bickel, Steffen
    Brueckner, Michael
    Scheffer, Tobias
    [J]. JOURNAL OF MACHINE LEARNING RESEARCH, 2009, 10 : 2137 - 2155
  • [3] Classification Tree Pruning Under Covariate Shift
    Galbraith, Nicholas R.
    Kpotufe, Samory
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2024, 70 (01) : 456 - 481
  • [4] Robust Learning under Uncertain Test Distributions: Relating Covariate Shift to Model Misspecification
    Wen, Junfeng
    Yu, Chun-Nam
    Greiner, Russell
    [J]. INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 32 (CYCLE 2), 2014, 32 : 631 - 639
  • [5] Optimal incremental learning under covariate shift
    Yamauchi K.
    [J]. Memetic Computing, 2009, 1 (4) : 271 - 279
  • [6] An adapted surrogate kernel for classification under covariate shift
    Song, Hyun-Je
    Park, Seong-Bae
    [J]. APPLIED SOFT COMPUTING, 2018, 69 : 435 - 442
  • [7] Robust Covariate Shift Regression
    Chen, Xiangli
    Monfort, Mathew
    Liu, Anqi
    Ziebart, Brian D.
    [J]. ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 51, 2016, 51 : 1270 - 1279
  • [8] Doubly robust calibration of prediction sets under covariate shift
    Yang, Yachong
    Kuchibhotla, Arun Kumar
    Tchetgen, Eric Tchetgen
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 2024, 86 (04) : 943 - 965
  • [9] Open-set learning under covariate shift
    Shao, Jie-Jing
    Yang, Xiao-Wen
    Guo, Lan-Zhe
    [J]. MACHINE LEARNING, 2024, 113 (04) : 1643 - 1659
  • [10] Open-set learning under covariate shift
    Jie-Jing Shao
    Xiao-Wen Yang
    Lan-Zhe Guo
    [J]. Machine Learning, 2024, 113 : 1643 - 1659
12345