Debiased Explainable Pairwise Ranking from Implicit Feedback

30 July 2021

Papers citing "Debiased Explainable Pairwise Ranking from Implicit Feedback"

16 / 16 papers shown

Title
Theoretical Modeling of the Iterative Properties of User Discovery in a Collaborative Filtering Recommender System Sami Khenissi M. Boujelbene O. Nasraoui 49 23 0 21 Aug 2020
Reinforced Negative Sampling over Knowledge Graph for Recommendation Xiang Wang Yaokun Xu Xiangnan He Yixin Cao Meng Wang Tat-Seng Chua OffRL 70 183 0 12 Mar 2020
Fast Adaptively Weighted Matrix Factorization for Recommendation with Implicit Feedback Jiawei Chen Can Wang Sheng Zhou Qihao Shi Jingbang Chen Yan Feng Chun-Yen Chen OffRL 95 59 0 04 Mar 2020
Modeling and Counteracting Exposure Bias in Recommender Systems Sami Khenissi O. Nasraoui OffRL CML 36 21 0 01 Jan 2020
Large-scale Causal Approaches to Debiasing Post-click Conversion Rate Estimation with Multi-task Learning Wenhao Zhang Wentian Bao Xiao-Yang Liu Keping Yang Quan Lin Hong Wen Ramin Ramezani CML 122 107 0 16 Oct 2019
Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback Yuta Saito Suguru Yaginuma Yuta Nishino Hayato Sakata Kazuhide Nakata CML 66 268 0 09 Sep 2019
Personalised novel and explainable matrix factorisation Ludovik Çoba P. Symeonidis Markus Zanker 30 12 0 25 Jul 2019
Explaining Latent Factor Models for Recommendation with Influence Functions Weiyu Cheng Yanyan Shen Yanmin Zhu Linpeng Huang 48 48 0 20 Nov 2018
Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate Xiao Ma Liqin Zhao Guan Huang Zhi Wang Zelin Hu Xiaoqiang Zhu Kun Gai 76 420 0 21 Apr 2018
Neural Rating Regression with Abstractive Tips Generation for Recommendation Piji Li Zihao Wang Zhaochun Ren Lidong Bing Wai Lam 81 298 0 01 Aug 2017
Human-Algorithm Interaction Biases in the Big Data Cycle: A Markov Chain Iterated Learning Framework O. Nasraoui Patrick Shafto HAI 19 13 0 29 Aug 2016
Recommendations as Treatments: Debiasing Learning and Evaluation Tobias Schnabel Adith Swaminathan Ashudeep Singh Navin Chandak Thorsten Joachims CML 166 686 0 17 Feb 2016
Modeling User Exposure in Recommendation Dawen Liang Laurent Charlin James McInerney David M. Blei 152 390 0 23 Oct 2015
VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback Ruining He Julian McAuley BDL 98 906 0 06 Oct 2015
Dynamic Matrix Factorization with Priors on Unknown Values Robin Devooght N. Kourtellis Amin Mantrach 53 99 0 23 Jul 2015
BPR: Bayesian Personalized Ranking from Implicit Feedback Steffen Rendle Christoph Freudenthaler Zeno Gantner Lars Schmidt-Thieme BDL 160 5,739 0 09 May 2012