Offline Evaluation of Ranking Policies with Click Models

Offline Evaluation of Ranking Policies with Click Models

27 April 2018

Shuai Li

Yasin Abbasi-Yadkori

Branislav Kveton

S. Muthukrishnan

Papers citing "Offline Evaluation of Ranking Policies with Click Models"

12 / 12 papers shown

Title
Contextual User Browsing Bandits for Large-Scale Online Mobile Recommendation Xu He Bo An Yanghua Li Haikai Chen Qingyu Guo Xuzhao Li Zhirong Wang 64 12 0 21 Aug 2020
Open Bandit Dataset and Pipeline: Towards Realistic and Reproducible Off-Policy Evaluation Yuta Saito Shunsuke Aihara Megumi Matsutani Yusuke Narita OffRL 108 75 0 17 Aug 2020
Offline A/B testing for Recommender Systems Alexandre Gilotte Clément Calauzènes Thomas Nedelec A. Abraham Simon Dollé OffRL 62 220 0 22 Jan 2018
Unbiased Learning-to-Rank with Biased Feedback Thorsten Joachims Adith Swaminathan Tobias Schnabel CML 70 538 0 16 Aug 2016
Off-policy evaluation for slate recommendation Adith Swaminathan A. Krishnamurthy Alekh Agarwal Miroslav Dudík John Langford Damien Jose I. Zitouni CML OffRL 43 227 0 16 May 2016
Tight Regret Bounds for Stochastic Combinatorial Semi-Bandits Branislav Kveton Zheng Wen Azin Ashkan Csaba Szepesvári 29 47 0 03 Oct 2014
Efficient Learning in Large-Scale Combinatorial Semi-Bandits Zheng Wen Branislav Kveton Azin Ashkan OffRL 100 96 0 28 Jun 2014
Improving offline evaluation of contextual bandit algorithms via bootstrapping techniques Olivier Nicol Jérémie Mary Philippe Preux OffRL 37 23 0 14 May 2014
Counterfactual Reasoning and Learning Systems Léon Bottou J. Peters J. Q. Candela Denis Xavier Charles D. M. Chickering Elon Portugaly Dipankar Ray Patrice Y. Simard Edward Snelson CML OffRL 178 781 0 11 Sep 2012
Doubly Robust Policy Evaluation and Learning Miroslav Dudík John Langford Lihong Li OffRL 157 694 0 23 Mar 2011
Unbiased Offline Evaluation of Contextual-bandit-based News Article Recommendation Algorithms Lihong Li Wei Chu John Langford Xuanhui Wang OffRL 150 574 0 31 Mar 2010
Learning from Logged Implicit Exploration Data Alexander L. Strehl John Langford Sham Kakade Lihong Li OffRL 112 254 0 27 Feb 2010