Contextual Bandits with Similarity Information

23 July 2009

Papers citing "Contextual Bandits with Similarity Information"

50 / 162 papers shown

Title
Contextual bandits with surrogate losses: Margin bounds and efficient algorithms Dylan J. Foster A. Krishnamurthy 16 18 0 28 Jun 2018
Infinite Arms Bandit: Optimality via Confidence Bounds H. Chan Shouri Hu 11 11 0 30 May 2018
Nonparametric Pricing Analytics with Customer Covariates Ningyuan Chen G. Gallego 61 41 0 03 May 2018
Multi-objective Contextual Bandit Problem with Similarity Information E. Turğay Doruk Öner Cem Tekin 21 36 0 11 Mar 2018
The K-Nearest Neighbour UCB algorithm for multi-armed bandits with covariates Henry W. J. Reeve J. Mellor Gavin Brown 27 27 0 01 Mar 2018
Bandit Learning with Positive Externalities Virag Shah Jose H. Blanchet Ramesh Johari 21 19 0 15 Feb 2018
Gaussian Process bandits with adaptive discretization S. Shekhar T. Javidi 30 51 0 05 Dec 2017
Estimation Considerations in Contextual Bandits Maria Dimakopoulou Zhengyuan Zhou Susan Athey Guido Imbens 32 69 0 19 Nov 2017
Markov Decision Processes with Continuous Side Information Aditya Modi Nan Jiang Satinder Singh Ambuj Tewari OffRL 22 60 0 15 Nov 2017
Ranking and Selection with Covariates for Personalized Decision Making Haihui Shen L. Hong Xiaowei Zhang CML 18 53 0 07 Oct 2017
Multi-objective Contextual Multi-armed Bandit with a Dominant Objective Cem Tekin E. Turğay 36 36 0 18 Aug 2017
Multi-objective Bandits: Optimizing the Generalized Gini Index R. Busa-Fekete Balazs Szorenyi Paul Weng Shie Mannor 11 41 0 15 Jun 2017
Context-Aware Hierarchical Online Learning for Performance Maximization in Mobile Crowdsourcing Sabrina Klos née Müller Cem Tekin Mihaela van der Schaar A. Klein 19 35 0 10 May 2017
Algorithmic Chaining and the Role of Partial Feedback in Online Nonparametric Learning Nicolò Cesa-Bianchi Pierre Gaillard Claudio Gentile Sébastien Gerchinovitz 44 0 0 27 Feb 2017
A Contextual Bandit Approach for Stream-Based Active Learning Linqi Song Jinfeng Xu 18 7 0 24 Jan 2017
Constructing Effective Personalized Policies Using Counterfactual Inference from Biased Data Sets with Many Features Onur Atan W. Zame Qiaojun Feng M. Schaar OffRL CML 14 12 0 23 Dec 2016
Dynamic Assortment Personalization in High Dimensions Nathan Kallus Madeleine Udell 31 66 0 18 Oct 2016
Context-Aware Online Learning for Course Recommendation of MOOC Big Data Yifan Hou Pan Zhou Ting Wang Li Yu Yuchong Hu D. Wu 14 12 0 11 Oct 2016
Stream-based Online Active Learning in a Contextual Multi-Armed Bandit Framework Linqi Song 21 3 0 11 Jul 2016
Context-Aware Proactive Content Caching with Service Differentiation in Wireless Networks Sabrina Müller Onur Atan Mihaela van der Schaar A. Klein 19 249 0 14 Jun 2016
Making Contextual Decisions with Low Technical Debt Alekh Agarwal Sarah Bird Markus Cozowicz Luong Hoang John Langford ... Dan Melamed Gal Oshri Oswaldo Ribas S. Sen Alex Slivkins OffRL 21 34 0 13 Jun 2016
Contextual Bandits with Latent Confounders: An NMF Approach Rajat Sen Karthikeyan Shanmugam Murat Kocaoglu A. Dimakis Sanjay Shakkottai 25 4 0 01 Jun 2016
Stochastic Contextual Bandits with Known Reward Functions Pranav Sakulkar Bhaskar Krishnamachari 25 14 0 30 Apr 2016
Distributed Clustering of Linear Bandits in Peer to Peer Networks N. Korda Balazs Szorenyi Shuai Li FedML 21 164 0 26 Apr 2016
Data-Driven Online Decision Making with Costly Information Acquisition Onur Atan M. Schaar 18 1 0 11 Feb 2016
Personalized Course Sequence Recommendations Jie Xu Tianwei Xing M. Schaar 9 82 0 30 Dec 2015
Online learning in repeated auctions Jonathan Niles-Weed Vianney Perchet Philippe Rigollet 12 89 0 18 Nov 2015
Differentially Private Online Learning for Cloud-Based Video Recommendation with Multimedia Big Data in Social Networks Pan Zhou Yingxue Zhou D. Wu Hai Jin 9 79 0 01 Sep 2015
Episodic Multi-armed Bandits Cem Tekin M. Schaar OffRL 28 0 0 04 Aug 2015
Regret Guarantees for Item-Item Collaborative Filtering Guy Bresler Devavrat Shah L. Voloch 23 28 0 20 Jul 2015
Regulating Greed Over Time in Multi-Armed Bandits Stefano Tracà Cynthia Rudin Weiyu Yan 22 5 0 21 May 2015
Bayesian Policy Reuse Benjamin Rosman Majd Hawasly S. Ramamoorthy OffRL 23 81 0 01 May 2015
Algorithms with Logarithmic or Sublinear Regret for Constrained Contextual Bandits Huasen Wu R. Srikant Xin Liu Chong Jiang 9 95 0 27 Apr 2015
Global Bandits Onur Atan Cem Tekin Mihaela van der Schaar 29 16 0 29 Mar 2015
Contextual Online Learning for Multimedia Content Aggregation Cem Tekin M. Schaar 24 18 0 07 Feb 2015
RELEAF: An Algorithm for Learning and Exploiting Relevance Cem Tekin M. Schaar CML 21 30 0 05 Feb 2015
Global Bandits with Holder Continuity Onur Atan Cem Tekin M. Schaar 21 24 0 29 Oct 2014
Nonstochastic Multi-Armed Bandits with Graph-Structured Feedback N. Alon Nicolò Cesa-Bianchi Claudio Gentile Shie Mannor Yishay Mansour Ohad Shamir OffRL 38 130 0 30 Sep 2014
Lipschitz Bandits: Regret Lower Bounds and Optimal Algorithms Stefan Magureanu Richard Combes Alexandre Proutiere 28 157 0 19 May 2014
Optimal Exploration-Exploitation in a Multi-Armed-Bandit Problem with Non-stationary Rewards Omar Besbes Y. Gur A. Zeevi 45 126 0 13 May 2014
Adaptive Contract Design for Crowdsourcing Markets: Bandit Algorithms for Repeated Principal-Agent Problems Chien-Ju Ho Aleksandrs Slivkins Jennifer Wortman Vaughan 44 143 0 12 May 2014
Forecasting Popularity of Videos using Social Media Jinfeng Xu M. Schaar Jiangchuan Liu Haitao Li 36 62 0 22 Mar 2014
Resourceful Contextual Bandits Ashwinkumar Badanidiyuru John Langford Aleksandrs Slivkins 40 117 0 27 Feb 2014
Online Stochastic Optimization under Correlated Bandit Feedback M. G. Azar A. Lazaric Emma Brunskill OffRL 26 54 0 04 Feb 2014
Bandits and Experts in Metric Spaces Robert D. Kleinberg Aleksandrs Slivkins E. Upfal 49 120 0 04 Dec 2013
Finite-Time Analysis of Kernelised Contextual Bandits Michal Valko N. Korda Rémi Munos I. Flaounas N. Cristianini 31 270 0 26 Sep 2013
Distributed Online Learning in Social Recommender Systems Cem Tekin Simpson Zhang M. Schaar OffRL 44 65 0 26 Sep 2013
Distributed Online Learning via Cooperative Contextual Bandits Cem Tekin M. Schaar FedML 34 53 0 21 Aug 2013
Decentralized Online Big Data Classification - a Bandit Framework Cem Tekin M. Schaar 27 4 0 21 Aug 2013
Online Decision Making in Crowdsourcing Markets: Theoretical Challenges (Position Paper) Aleksandrs Slivkins Jennifer Wortman Vaughan 31 88 0 08 Aug 2013