Variation Control and Evaluation for Generative SlateRecommendations

Variation Control and Evaluation for Generative SlateRecommendations

26 February 2021

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Papers citing "Variation Control and Evaluation for Generative SlateRecommendations"

18 / 18 papers shown

Title
Neural Logic Reasoning Shaoyun Shi H. Chen Weizhi Ma Jiaxin Mao Min Zhang Yongfeng Zhang NAI LRM AI4CE 59 94 0 20 Aug 2020
Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions James McInerney B. Brost Praveen Chandar Rishabh Mehrotra Ben Carterette BDL CML OffRL 148 56 0 25 Jul 2020
Generator and Critic: A Deep Reinforcement Learning Approach for Slate Re-ranking in E-commerce Jianxiong Wei Anxiang Zeng Yueqiu Wu P. Guo Q. Hua Qingpeng Cai OffRL 50 9 0 25 May 2020
RecSim: A Configurable Simulation Platform for Recommender Systems Eugene Ie Chih-Wei Hsu Martin Mladenov Vihan Jain Sanmit Narvekar Jing Wang Rui Wu Craig Boutilier 100 183 0 11 Sep 2019
Reinforcement Learning for Slate-based Recommender Systems: A Tractable Decomposition and Practical Methodology Eugene Ie Vihan Jain Jing Wang Sanmit Narvekar Ritesh Agarwal ... Vince Gatto Paul Covington Jim McFadden Tushar Chandra Craig Boutilier OffRL 103 70 0 29 May 2019
Exact-K Recommendation via Maximal Clique Optimization Yu Gong Yu Zhu Lu Duan Qingwen Liu Ziyu Guan Fei Sun Wenwu Ou Kenny Q. Zhu OffRL CML 65 59 0 17 May 2019
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer Fei Sun Jun Liu Jian Wu Changhua Pei Xiao Lin Wenwu Ou Peng Jiang BDL HAI 181 2,171 0 14 Apr 2019
Seq2Slate: Re-ranking and Slate Optimization with RNNs Irwan Bello Sayali Kulkarni Sagar Jain Craig Boutilier Ed H. Chi Elad Eban Xiyang Luo Alan Mackey Ofer Meshi 103 93 0 04 Oct 2018
Beyond Greedy Ranking: Slate Optimization via List-CVAE Ray Jiang Sven Gowal Timothy A. Mann Danilo Jimenez Rezende 43 50 0 05 Mar 2018
Variational Autoencoders for Collaborative Filtering Dawen Liang Rahul G. Krishnan Matthew D. Hoffman Tony Jebara BDL 181 1,239 0 16 Feb 2018
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models Jun Wang Lantao Yu Weinan Zhang Yu Gong Yinghui Xu Benyou Wang Peng Zhang Dell Zhang 83 600 0 30 May 2017
Off-policy evaluation for slate recommendation Adith Swaminathan A. Krishnamurthy Alekh Agarwal Miroslav Dudík John Langford Damien Jose I. Zitouni CML OffRL 58 228 0 16 May 2016
Session-based Recommendations with Recurrent Neural Networks Balázs Hidasi Alexandros Karatzoglou L. Baltrunas D. Tikk 66 2,090 0 21 Nov 2015
Generating Sentences from a Continuous Space Samuel R. Bowman Luke Vilnis Oriol Vinyals Andrew M. Dai Rafal Jozefowicz Samy Bengio DRL 113 2,362 0 19 Nov 2015
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 452 16,929 0 20 Dec 2013
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 397 33,550 0 16 Oct 2013
An MDP-based Recommender System Guy Shani Ronen I. Brafman David Heckerman LRM 109 972 0 12 Dec 2012
BPR: Bayesian Personalized Ranking from Implicit Feedback Steffen Rendle Christoph Freudenthaler Zeno Gantner Lars Schmidt-Thieme BDL 152 5,731 0 09 May 2012