2022

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ParClick: A Scalable Algorithm for EM-based Click Models
Pooya Khandel | Ilya Markov | Andrew Yates | Ana Lucia Varbanescu
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

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Mixture-Based Correction for Position and Trust Bias in Counterfactual Learning to Rank
Ali Vardasbi | Maarten de Rijke | Ilya Markov
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2020

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Safe Exploration for Optimizing Contextual Bandits
Rolf Jagerman | Ilya Markov | Maarten de Rijke
2020 Volume 38 Issue 3

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Local Variational Feature-Based Similarity Models for Recommending Top-N New Items
Yifan Chen | Yang Wang | Xiang Zhao | Hongzhi Yin | Ilya Markov | Maarten de Rijke
2020 Volume 38 Issue 2

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MergeDTS: A Method for Effective Large-Scale Online Ranker Evaluation
Chang Li | Ilya Markov | Maarten de Rijke | Masrour Zoghi
2020 Volume 38 Issue 4

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Cascade Model-based Propensity Estimation for Counterfactual Learning to Rank
Ali Vardasbi | Maarten de Rijke | 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

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When People Change their Mind: Off-Policy Evaluation in Non-stationary Recommendation Environments
Rolf Jagerman | Ilya Markov | 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

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ViTOR: Learning to Rank Webpages Based on Visual Features
Bram van den Akker | Ilya Markov | Maarten de Rijke
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

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What Should We Teach in Information Retrieval?
Ilya Markov | Maarten de Rijke
2018 Volume 52 Issue 2

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A Click Sequence Model for Web Search
Alexey Borisov | Martijn Wardenaar | Ilya Markov | 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

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Calibration: A Simple Way to Improve Click Models
Alexey Borisov | Julia Kiseleva | Ilya Markov | Maarten de Rijke
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

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Manifold Learning for Rank Aggregation
Shangsong Liang | Ilya Markov | Zhaochun Ren | Maarten de Rijke
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

2017

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Evaluating and Analyzing Click Simulation in Web Search
Stepan Malkevich | Ilya Markov | Elena Michailova | Maarten de Rijke
Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2017, Amsterdam, The Netherlands, October 1-4, 2017

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Online Expectation-Maximization for Click Models
Ilya Markov | Alexey Borisov | Maarten de Rijke
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

2016

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Click Models for Web Search and their Applications to IR: WSDM 2016 Tutorial
Aleksandr Chuklin | Ilya Markov | Maarten de Rijke
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, San Francisco, CA, USA, February 22-25, 2016

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Overview of the NTCIR-12 IMine-2 Task
Takehiro Yamamoto | Yiqun Liu | Min Zhang | Zhicheng Dou | Ke Zhou | Ilya Markov | Makoto P. Kato | Hiroaki Ohshima | Sumio Fujita
Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies, National Center of Sciences, Tokyo, Japan, June 7-10, 2016

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A Context-aware Time Model for Web Search
Alexey Borisov | Ilya Markov | Maarten de Rijke | 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

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A Neural Click Model for Web Search
Alexey Borisov | Ilya Markov | Maarten de Rijke | Pavel Serdyukov
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

2015

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Click Models for Web Search
Aleksandr Chuklin | Ilya Markov | Maarten de Rijke
2015

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9th Russian Summer School in Information Retrieval (RuSSIR 2015)
Pavel Braslavski | Ilya Markov | Panos M. Pardalos | Yana Volkovich | Sergei Koltsov | Olessia Koltsova | Dmitry I. Ignatov
2015 Volume 49 Issue 2

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An Introduction to Click Models for Web Search: SIGIR 2015 Tutorial
Aleksandr Chuklin | Ilya Markov | Maarten de Rijke
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015

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Advanced Click Models and their Applications to IR: SIGIR 2015 Tutorial
Aleksandr Chuklin | Ilya Markov | Maarten de Rijke
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015

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A Comparative Study of Click Models for Web Search
Artem Grotov | Aleksandr Chuklin | Ilya Markov | Luka Stout | Finde Xumara | 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

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User Behavior in Location Search on Mobile Devices
Yaser Norouzzadeh Ravari | Ilya Markov | Artem Grotov | Maarten Clements | Maarten de Rijke
Advances in Information Retrieval - 37th European Conference on IR Research, ECIR 2015, Vienna, Austria, March 29 - April 2, 2015. Proceedings

2014

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Theoretical, Qualitative, and Quantitative Analyses of Small-Document Approaches to Resource Selection
Ilya Markov | Fabio Crestani
2014 Volume 32 Issue 2

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Opinions in Federated Search: University of Lugano at TREC 2014 Federated Web Search Track
Anastasia Giachanou | Fabio Crestani | Ilya Markov
Proceedings of The Twenty-Third Text REtrieval Conference, TREC 2014, Gaithersburg, Maryland, USA, November 19-21, 2014

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Towards Risk-Aware Resource Selection
Ilya Markov | Mark James Carman | Fabio Crestani
Information Retrieval Technology - 10th Asia Information Retrieval Societies Conference, AIRS 2014, Kuching, Malaysia, December 3-5, 2014. Proceedings

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Vertical-Aware Click Model-Based Effectiveness Metrics
Ilya Markov | Eugene Kharitonov | Vadim Nikulin | Pavel Serdyukov | Maarten de Rijke | Fabio Crestani
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

2013

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Distributed Information Retrieval and Applications
Fabio Crestani | Ilya Markov
Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings

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On CORI Results Merging
Ilya Markov | Avi Arampatzis | Fabio Crestani
Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings

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Reducing the Uncertainty in Resource Selection
Ilya Markov | Leif Azzopardi | Fabio Crestani
Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings

2012

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Unsupervised linear score normalization revisited
Ilya Markov | Avi Arampatzis | 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

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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

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University of Lugano at TREC 2009 Blog Track
Mostafa Keikha | Mark James Carman | Robert Gwadera | Shima Gerani | Ilya Markov | Giacomo Inches | Az Azrinudin Alidin | Fabio Crestani
Proceedings of The Eighteenth Text REtrieval Conference, TREC 2009, Gaithersburg, Maryland, USA, November 17-20, 2009