Nonuniform Negative Sampling and Log Odds Correction with Rare Events Data

25 October 2021

Papers citing "Nonuniform Negative Sampling and Log Odds Correction with Rare Events Data"

14 / 14 papers shown

Title
Logistic Regression for Massive Data with Rare Events HaiYing Wang 28 21 0 01 Jun 2020
Optimal Distributed Subsampling for Maximum Quasi-Likelihood Estimators with Massive Data Jun Yu Haiying Wang Mingyao Ai Huiming Zhang 34 114 0 21 May 2020
Optimal subsampling for quantile regression in big data Haiying Wang Yanyuan Ma 129 131 0 28 Jan 2020
Generalization in anti-causal learning Niki Kilbertus Giambattista Parascandolo Bernhard Schölkopf OOD CML 55 53 0 03 Dec 2018
DeepFM: A Factorization-Machine based Neural Network for CTR Prediction Huifeng Guo Ruiming Tang Yunming Ye Zhenguo Li Xiuqiang He 120 2,650 0 13 Mar 2017
Optimal Subsampling for Large Sample Logistic Regression Haiying Wang Rong Zhu Ping Ma 56 289 0 03 Feb 2017
Imbalanced-learn: A Python Toolbox to Tackle the Curse of Imbalanced Datasets in Machine Learning G. Lemaître Fernando Nogueira Christos K. Aridas 76 2,066 0 21 Sep 2016
Deep CTR Prediction in Display Advertising Junxuan Chen Baigui Sun Hao Li Hongtao Lu Xiansheng Hua 3DV 110 131 0 20 Sep 2016
Local Uncertainty Sampling for Large-Scale Multi-Class Logistic Regression Lei Han Kean Ming Tan Ting Yang Tong Zhang 41 32 0 27 Apr 2016
Local case-control sampling: Efficient subsampling in imbalanced data sets William Fithian Trevor Hastie 71 111 0 16 Jun 2013
On Causal and Anticausal Learning Bernhard Schölkopf Dominik Janzing J. Peters Eleni Sgouritsa Kun Zhang Joris Mooij CML 88 609 0 27 Jun 2012
Asymptotics for minimisers of convex processes N. Hjort D. Pollard 98 232 0 19 Jul 2011
SMOTE: Synthetic Minority Over-sampling Technique Nitesh Chawla Kevin W. Bowyer Lawrence Hall W. Kegelmeyer AI4TS 373 25,646 0 09 Jun 2011
Bootstrap consistency for general semiparametric $M$ -estimation Guang Cheng Jianhua Z. Huang 200 146 0 06 Jun 2009