IR
Anthology
Community
Ilya
Markov
2022
doi
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ParClick: A Scalable Algorithm for EM-based Click Models.
Pooya Khandel
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Ilya Markov
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Andrew Yates
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Ana Lucia Varbanescu
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
2021
doi
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Mixture-Based Correction for Position and Trust Bias in Counterfactual Learning to Rank.
Ali Vardasbi
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Maarten de Rijke
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Ilya Markov
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
2020
doi
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Local Variational Feature-Based Similarity Models for Recommending Top-N New Items.
Yi-Fan Chen
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Yang Wang
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Xiang Zhao
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Hongzhi Yin
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Ilya Markov
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Maarten de Rijke
ACM Transactions on Information Systems (TOIS) 2020 Volume 38 Issue 2
doi
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Safe Exploration for Optimizing Contextual Bandits.
Rolf Jagerman
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Ilya Markov
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Maarten de Rijke
ACM Transactions on Information Systems (TOIS) 2020 Volume 38 Issue 3
doi
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MergeDTS: A Method for Effective Large-Scale Online Ranker Evaluation.
Chang Li
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Ilya Markov
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Maarten de Rijke
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Masrour Zoghi
ACM Transactions on Information Systems (TOIS) 2020 Volume 38 Issue 4
doi
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Cascade Model-based Propensity Estimation for Counterfactual Learning to Rank.
Ali Vardasbi
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Maarten de Rijke
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Ilya Markov
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
2019
doi
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When People Change their Mind: Off-Policy Evaluation in Non-stationary Recommendation Environments.
Rolf Jagerman
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Ilya Markov
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Maarten de Rijke
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019
doi
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ViTOR: Learning to Rank Webpages Based on Visual Features.
Bram van den Akker
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Ilya Markov
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Maarten de Rijke
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019
2018
doi
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What Should We Teach in Information Retrieval?
Ilya Markov
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Maarten de Rijke
SIGIR Forum 2018 Volume 52 Issue 2
doi
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Calibration: A Simple Way to Improve Click Models.
Alexey Borisov
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Julia Kiseleva
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Ilya Markov
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Maarten de Rijke
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018
doi
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A Click Sequence Model for Web Search.
Alexey Borisov
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Martijn Wardenaar
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Ilya Markov
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Maarten de Rijke
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018
doi
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Manifold Learning for Rank Aggregation.
Shangsong Liang
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Ilya Markov
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Zhaochun Ren
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Maarten de Rijke
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018
2017
doi
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Online Expectation-Maximization for Click Models.
Ilya Markov
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Alexey Borisov
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Maarten de Rijke
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017
doi
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Evaluating and Analyzing Click Simulation in Web Search.
Stepan Malkevich
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Ilya Markov
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Elena Michailova
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Maarten de Rijke
Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2017, Amsterdam, The Netherlands, October 1-4, 2017
2016
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Overview of the NTCIR-12 IMine-2 Task.
Takehiro Yamamoto
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Yiqun Liu
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Min Zhang
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Zhicheng Dou
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Ke Zhou
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Ilya Markov
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Makoto P. Kato
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Hiroaki Ohshima
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Sumio Fujita
Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies, National Center of Sciences, Tokyo, Japan, June 7-10, 2016
doi
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A Context-aware Time Model for Web Search.
Alexey Borisov
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Ilya Markov
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Maarten de Rijke
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Pavel Serdyukov
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016
doi
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Click Models for Web Search and their Applications to IR: WSDM 2016 Tutorial.
Aleksandr Chuklin
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Ilya Markov
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Maarten de Rijke
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, San Francisco, CA, USA, February 22-25, 2016
doi
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A Neural Click Model for Web Search.
Alexey Borisov
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Ilya Markov
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Maarten de Rijke
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Pavel Serdyukov
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016
2015
doi
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9th Russian Summer School in Information Retrieval (RuSSIR 2015).
Pavel Braslavski
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Ilya Markov
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Panos M. Pardalos
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Yana Volkovich
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Sergei Koltsov
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Olessia Koltsova
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Dmitry I. Ignatov
SIGIR Forum 2015 Volume 49 Issue 2
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A Comparative Study of Click Models for Web Search.
Artem Grotov
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Aleksandr Chuklin
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Ilya Markov
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Luka Stout
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Finde Xumara
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Maarten de Rijke
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 6th International Conference of the CLEF Association, CLEF 2015, Toulouse, France, September 8-11, 2015, Proceedings
doi
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User Behavior in Location Search on Mobile Devices.
Yaser Norouzzadeh Ravari
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Ilya Markov
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Artem Grotov
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Maarten Clements
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Maarten de Rijke
Advances in Information Retrieval - 37th European Conference on IR Research, ECIR 2015, Vienna, Austria, March 29 - April 2, 2015. Proceedings
doi
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Advanced Click Models and their Applications to IR: SIGIR 2015 Tutorial.
Aleksandr Chuklin
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Ilya Markov
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Maarten de Rijke
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015
doi
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An Introduction to Click Models for Web Search: SIGIR 2015 Tutorial.
Aleksandr Chuklin
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Ilya Markov
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Maarten de Rijke
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015
2014
doi
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Theoretical, Qualitative, and Quantitative Analyses of Small-Document Approaches to Resource Selection.
Ilya Markov
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Fabio Crestani
ACM Transactions on Information Systems (TOIS) 2014 Volume 32 Issue 2
doi
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Towards Risk-Aware Resource Selection.
Ilya Markov
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Mark James Carman
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Fabio Crestani
Information Retrieval Technology - 10th Asia Information Retrieval Societies Conference, AIRS 2014, Kuching, Malaysia, December 3-5, 2014. Proceedings
doi
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Vertical-Aware Click Model-Based Effectiveness Metrics.
Chiyong Kang
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Eugene Kharitonov
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Ilya Markov
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Hyeji Yu
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Eugene Kharitonov
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Chiyong Kang
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Vadim Nikulin
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Hyeji Yu
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Vadim Nikulin
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Gwan-Su Yi
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Pavel Serdyukov
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Pavel Serdyukov
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Gwan-Su Yi
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Maarten de Rijke
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Fabio Crestani
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014
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Opinions in Federated Search: University of Lugano at TREC 2014 Federated Web Search Track.
Anastasia Giachanou
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Fabio Crestani
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Ilya Markov
Proceedings of The Twenty-Third Text REtrieval Conference, TREC 2014, Gaithersburg, Maryland, USA, November 19-21, 2014
2013
doi
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Distributed Information Retrieval and Applications.
Fabio Crestani
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Ilya Markov
Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings
doi
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Reducing the Uncertainty in Resource Selection.
Ilya Markov
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Leif Azzopardi
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Fabio Crestani
Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings
doi
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On CORI Results Merging.
Ilya Markov
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Avi Arampatzis
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Fabio Crestani
Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings
2012
doi
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Unsupervised linear score normalization revisited.
Ilya Markov
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Avi Arampatzis
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Fabio Crestani
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012
2011
doi
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Modeling document scores for distributed information retrieval.
Ilya Markov
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011
2009
dblp
University of Lugano at TREC 2009 Blog Track.
Mostafa Keikha
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Mark James Carman
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Robert Gwadera
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Shima Gerani
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Ilya Markov
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Giacomo Inches
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Az Azrinudin Alidin
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Fabio Crestani
Proceedings of The Eighteenth Text REtrieval Conference, TREC 2009, Gaithersburg, Maryland, USA, November 17-20, 2009