Ilya Markov

According to our database, Ilya Markov authored at least 46 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Towards stable real-world equation discovery with assessing differentiating quality influence.

Mikhail Masliaev, Ilya Markov, Alexander Hvatov

CoRR, 2023

2022

ParClick: A Scalable Algorithm for EM-based Click Models.

Pooya Khandel, Ilya Markov, Andrew Yates, Ana Lucia Varbanescu

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

2021

NUQSGD: Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization.

Ali Ramezani-Kebrya, Fartash Faghri, Ilya Markov, Vitalii Aksenov, Dan Alistarh, Daniel M. Roy

J. Mach. Learn. Res., 2021

Mixture-Based Correction for Position and Trust Bias in Counterfactual Learning to Rank.

Ali Vardasbi, Maarten de Rijke, Ilya Markov

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

MergeDTS: A Method for Effective Large-Scale Online Ranker Evaluation.

Chang Li, Ilya Markov, Maarten de Rijke, Masrour Zoghi

ACM Trans. Inf. Syst., 2020

Safe Exploration for Optimizing Contextual Bandits.

Rolf Jagerman, Ilya Markov, Maarten de Rijke

ACM Trans. Inf. Syst., 2020

Local Variational Feature-Based Similarity Models for Recommending Top-<i>N</i> New Items.

Yi-Fan Chen, Yang Wang, Xiang Zhao, Hongzhi Yin, Ilya Markov, Maarten de Rijke

ACM Trans. Inf. Syst., 2020

N-gramas de sílabas vs. n-gramas de caracteres para la tarea de atribución de autoría en un corpus multi-tema.

Héctor Javier Hernández, Hiram Calvo, Eduardo López, Juan Pablo Posadas-Durán, Ilya Markov, Grigori Sidorov

Res. Comput. Sci., 2020

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, 2020

2019

ViTOR: Learning to Rank Webpages Based on Visual Features.

Bram van den Akker, Ilya Markov, Maarten de Rijke

Proceedings of the World Wide Web Conference, 2019

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, 2019

BubbleRank: Safe Online Learning to Re-Rank via Implicit Click Feedback.

Chang Li, Branislav Kveton, Tor Lattimore, Ilya Markov, Maarten de Rijke, Csaba Szepesvári, Masrour Zoghi

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

2018

What Should We Teach in Information Retrieval?

Ilya Markov, Maarten de Rijke

SIGIR Forum, 2018

Online Learning to Rank with List-level Feedback for Image Filtering.

Chang Li, Artem Grotov, Ilya Markov, Bryan Eikema, Maarten de Rijke

CoRR, 2018

Merge Double Thompson Sampling for Large Scale Online Ranker Evaluation.

Chang Li, Ilya Markov, Maarten de Rijke, Masrour Zoghi

CoRR, 2018

BubbleRank: Safe Online Learning to Rerank.

Branislav Kveton, Chang Li, Tor Lattimore, Ilya Markov, Maarten de Rijke, Csaba Szepesvári, Masrour Zoghi

CoRR, 2018

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, 2018

A Click Sequence Model for Web Search.

Alexey Borisov, Martijn Wardenaar, Ilya Markov, Maarten de Rijke

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

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, 2018

2017

Conversational Exploratory Search via Interactive Storytelling.

Svitlana Vakulenko, Ilya Markov, Maarten de Rijke

CoRR, 2017

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, 2017

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, 2017

2016

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, 2016

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, 2016

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, 2016

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, 2016

2015

Click Models for Web Search

Aleksandr Chuklin, Ilya Markov, Maarten de Rijke

Synthesis Lectures on Information Concepts, Retrieval, and Services, Morgan & Claypool Publishers, ISBN: 978-3-031-02294-4, 2015

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

SIGIR Forum, 2015

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, 2015

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, 2015

User Behavior in Location Search on Mobile Devices.

Yaser Norouzzadeh Ravari, Ilya Markov, Artem Grotov, Maarten Clements, Maarten de Rijke

Proceedings of the Advances in Information Retrieval, 2015

A Comparative Study of Click Models for Web Search.

Artem Grotov, Aleksandr Chuklin, Ilya Markov, Luka Stout, Finde Xumara, Maarten de Rijke

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

2014

Theoretical, Qualitative, and Quantitative Analyses of Small-Document Approaches to Resource Selection.

Ilya Markov, Fabio Crestani

ACM Trans. Inf. Syst., 2014

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, 2014

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, 2014

Towards Risk-Aware Resource Selection.

Ilya Markov, Mark James Carman, Fabio Crestani

Proceedings of the Information Retrieval Technology, 2014

2013

On CORI Results Merging.

Ilya Markov, Avi Arampatzis, Fabio Crestani

Proceedings of the Advances in Information Retrieval, 2013

Reducing the Uncertainty in Resource Selection.

Ilya Markov, Leif Azzopardi, Fabio Crestani

Proceedings of the Advances in Information Retrieval, 2013

Distributed Information Retrieval and Applications.

Fabio Crestani, Ilya Markov

Proceedings of the Advances in Information Retrieval, 2013

2012

Unsupervised linear score normalization revisited.

Ilya Markov, Avi Arampatzis, Fabio Crestani

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

2011

Modeling document scores for distributed information retrieval.

Ilya Markov

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

2010

Defining the Dynamicity and Diversity of Text Collections.

Ilya Markov, Fabio Crestani

Proceedings of the Research and Advanced Technology for Digital Libraries, 2010

2009

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, 2009

2008

Image Retrieval: Color and Texture Combining Based on Query-Image.

Ilya Markov, Natalia Vassilieva

Proceedings of the Image and Signal Processing - 3rd International Conference, 2008

Query Classification in Content-Based Image Retrieval.

Ilya Markov, Natalia Vassilieva

Proceedings of the Databases and Information Systems V, 2008

2007

VP-tree: Content-Based Image Indexing.

Ilya Markov

Proceedings of the SYRCoDIS 2007 Colloquium on Databases and Information Systems, Moscow, Russia, May 31, 2007