Impression-Aware Recommender Systems

Impression-Aware Recommender Systems

15 August 2023

F. B. P. Maurera

Maurizio Ferrari Dacrema

Paolo Cremonesi

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Papers citing "Impression-Aware Recommender Systems"

18 / 18 papers shown

Title
Soft Frequency Capping for Improved Ad Click Prediction in Yahoo Gemini Native M. Aharon Yohay Kaplan Rina Levy O. Somekh Ayelet Blanc Neetai Eshel Avi Shahar Assaf Singer Alex Zlotnik 38 20 0 08 Dec 2023
Generative Slate Recommendation with Reinforcement Learning Romain Deffayet Thibaut Thonet Jean-Michel Render Maarten de Rijke 72 24 0 20 Jan 2023
KEEP: An Industrial Pre-Training Framework for Online Recommendation via Knowledge Extraction and Plugging Yujing Zhang Zhangming Chan Shuhao Xu Weijie Bian Shuguang Han Hongbo Deng Bo Zheng 94 22 0 22 Aug 2022
Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News Recommendation Shansan Gong Ke Zhu 27 35 0 12 May 2022
ESCM $^2$ : Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation Hao Wang Tai-Wei Chang Tianqiao Liu Jia-Bin Huang Zhichao Chen Chao-hui Yu Ruopeng Li Wei Chu 89 94 0 03 Apr 2022
FINN.no Slates Dataset: A new Sequential Dataset Logging Interactions, allViewed Items and Click Responses/No-Click for Recommender Systems Research Simen Eide A. Frigessi Helge Jenssen David S. Leslie Joakim Rishaug Sofie Verrewaere 27 12 0 05 Nov 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 174 1,085 0 01 Nov 2021
RL4RS: A Real-World Dataset for Reinforcement Learning based Recommender System Kai Wang Zhene Zou Minghao Zhao Qilin Deng Yue Shang Yile Liang Runze Wu Xudong Shen Tangjie Lyu Changjie Fan OffRL 43 9 0 18 Oct 2021
Dynamic Slate Recommendation with Gated Recurrent Units and Thompson Sampling Simen Eide David S. Leslie A. Frigessi BDL OffRL 79 9 0 30 Apr 2021
Datasheets for Datasets Timnit Gebru Jamie Morgenstern Briana Vecchione Jennifer Wortman Vaughan Hanna M. Wallach Hal Daumé Kate Crawford 292 2,201 0 23 Mar 2018
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor Tuomas Haarnoja Aurick Zhou Pieter Abbeel Sergey Levine 317 8,420 0 04 Jan 2018
Evolution Strategies as a Scalable Alternative to Reinforcement Learning Tim Salimans Jonathan Ho Xi Chen Szymon Sidor Ilya Sutskever 119 1,544 0 10 Mar 2017
Recommendations as Treatments: Debiasing Learning and Evaluation Tobias Schnabel Adith Swaminathan Ashudeep Singh Navin Chandak Thorsten Joachims CML 166 686 0 17 Feb 2016
Online Clustering of Bandits Claudio Gentile Shuai Li Giovanni Zappella 162 267 0 31 Jan 2014
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 132 12,272 0 19 Dec 2013
OFF-Set: One-pass Factorization of Feature Sets for Online Recommendation in Persistent Cold Start Settings M. Aharon N. Aizenberg Edward Bortnikov R. Lempel Roi Adadi Tomer Benyamini Liron Levin R. Roth Ohad Serfaty OffRL 54 33 0 08 Aug 2013
BPR: Bayesian Personalized Ranking from Implicit Feedback Steffen Rendle Christoph Freudenthaler Zeno Gantner Lars Schmidt-Thieme BDL 160 5,739 0 09 May 2012
Unbiased Offline Evaluation of Contextual-bandit-based News Article Recommendation Algorithms Lihong Li Wei Chu John Langford Xuanhui Wang OffRL 233 577 0 31 Mar 2010