Multiple Instance Learning for Uplift Modeling

被引：0
|
作者：
Zhao, Yao [1 ]
Zhang, Haipeng [2 ]
Lyu, Shiwei [1 ]
Jiang, Ruiying [1 ]
Gu, Jinjie [1 ]
Zhang, Guannan [1 ]
机构：
[1] Ant Group, Hangzhou, China
[2] ShanghaiTech University, Shanghai, China
来源：
International Conference on Information and Knowledge Management, Proceedings | 2022年
关键词：
Average treatment effects - Control groups - Customer retention - Model method - Multiple-instance learning - Performance - Retention rate - Treatment effects - Treatment group - Uplift modeling;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
41
引用
收藏
页码：4727 / 4731
相关论文
共 50 条
  • [21] Label Stability in Multiple Instance Learning
    Cheplygina, Veronika
    Sorensen, Lauge
    Tax, David M. J.
    de Bruijne, Marleen
    Loog, Marco
    MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2015, PT I, 2015, 9349 : 539 - 546
  • [22] Multiple instance learning with bag dissimilarities
    Cheplygina, Veronika
    Tax, David M. J.
    Loog, Marco
    PATTERN RECOGNITION, 2015, 48 (01) : 264 - 275
  • [23] DETECTING EMPHYSEMA WITH MULTIPLE INSTANCE LEARNING
    Orting, Silas Nyboe
    Petersen, Jens
    Thomsen, Laura H.
    Wille, Mathilde M. W.
    de Bruijne, Marleen
    2018 IEEE 15TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2018), 2018, : 510 - 513
  • [24] Reinforced GNNs for Multiple Instance Learning
    Zhao, Xusheng
    Dai, Qiong
    Bai, Xu
    Wu, Jia
    Peng, Hao
    Peng, Huailiang
    Yu, Zhengtao
    Yu, Philip S.
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, : 1 - 15
  • [25] Bag Dissimilarities for Multiple Instance Learning
    Tax, David M. J.
    Loog, Marco
    Duin, Robert P. W.
    Cheplygina, Veronika
    Lee, Wan-Jui
    SIMILARITY-BASED PATTERN RECOGNITION: FIRST INTERNATIONAL WORKSHOP, SIMBAD 2011, 2011, 7005 : 222 - 234
  • [26] On multiple-instance learning of halfspaces
    Diochnos, D. I.
    Sloan, R. H.
    Turan, Gy
    INFORMATION PROCESSING LETTERS, 2012, 112 (23) : 933 - 936
  • [27] A boosting approach to multiple instance learning
    Auer, P
    Ortner, R
    MACHINE LEARNING: ECML 2004, PROCEEDINGS, 2004, 3201 : 63 - 74
  • [28] Mixed Models with Multiple Instance Learning
    Engelmann, Jan P.
    Palma, Alessandro
    Tomczak, Jakub M.
    Theis, Fabian J.
    Casale, Francesco Paolo
    INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 238, 2024, 238
  • [29] Generalized Dictionaries for Multiple Instance Learning
    Ashish Shrivastava
    Vishal M. Patel
    Jaishanker K. Pillai
    Rama Chellappa
    International Journal of Computer Vision, 2015, 114 : 288 - 305
  • [30] Deep Forest for Multiple Instance Learning
    Ren J.
    Hou B.
    Jiang Y.
    Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2019, 56 (08): : 1670 - 1676
12345