VP-tree: Content-Based Image Indexing. - Ilya Markov (SYRCoDIS, 2007)

Query Classification in Content-Based Image Retrieval. - Ilya Markov; Natalia Vassilieva (DB&IS, 2008)

Image Retrieval: Color and Texture Combining Based on Query-Image. - Ilya Markov; Natalia Vassilieva (ICISP, 2008)

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 (TREC, 2009)

Defining the Dynamicity and Diversity of Text Collections. - Ilya Markov; Fabio Crestani (ECDL, 2010)

Modeling document scores for distributed information retrieval. - Ilya Markov (SIGIR, 2011)

Unsupervised linear score normalization revisited. - Ilya Markov; Avi Arampatzis; Fabio Crestani (SIGIR, 2012)

Distributed Information Retrieval and Applications. - Fabio Crestani; Ilya Markov (ECIR, 2013)

Reducing the Uncertainty in Resource Selection. - Ilya Markov; Leif Azzopardi; Fabio Crestani (ECIR, 2013)

On CORI Results Merging. - Ilya Markov; Avi Arampatzis; Fabio Crestani (ECIR, 2013)

Towards Risk-Aware Resource Selection. - Ilya Markov; Mark James Carman; Fabio Crestani (AIRS, 2014)

Vertical-Aware Click Model-Based Effectiveness Metrics. - Ilya Markov; Eugene Kharitonov; Vadim Nikulin; Pavel Serdyukov; Maarten de Rijke; Fabio Crestani (CIKM, 2014)

Opinions in Federated Search: University of Lugano at TREC 2014 Federated Web Search Track. - Anastasia Giachanou; Fabio Crestani; Ilya Markov (TREC, 2014)

Theoretical, Qualitative, and Quantitative Analyses of Small-Document Approaches to Resource Selection. - Ilya Markov; Fabio Crestani (ACM Trans. Inf. Syst., 2014)

A Comparative Study of Click Models for Web Search. - Artem Grotov; Aleksandr Chuklin; Ilya Markov; Luka Stout; Finde Xumara; Maarten de Rijke (CLEF, 2015)

User Behavior in Location Search on Mobile Devices. - Yaser Norouzzadeh Ravari; Ilya Markov; Artem Grotov; Maarten Clements; Maarten de Rijke (ECIR, 2015)

Advanced Click Models and their Applications to IR: SIGIR 2015 Tutorial. - Aleksandr Chuklin; Ilya Markov; Maarten de Rijke (SIGIR, 2015)

An Introduction to Click Models for Web Search: SIGIR 2015 Tutorial. - Aleksandr Chuklin; Ilya Markov; Maarten de Rijke (SIGIR, 2015)

9th Russian Summer School in Information Retrieval (RuSSIR 2015). - Pavel Braslavski 001; Ilya Markov; Panos M. Pardalos; Yana Volkovich; Sergei Koltsov; Olessia Koltsova; Dmitry I. Ignatov (SIGIR Forum, 2015)

Click Models for Web Search - Aleksandr Chuklin; Ilya Markov; Maarten de Rijke (Morgan & Claypool Publishers, 2015)

Overview of the NTCIR-12 IMine-2 Task. - Takehiro Yamamoto; Yiqun Liu 001; Min Zhang 006; Zhicheng Dou; Ke Zhou 003; Ilya Markov; Makoto P. Kato; Hiroaki Ohshima; Sumio Fujita (NTCIR, 2016)

A Context-aware Time Model for Web Search. - Alexey Borisov; Ilya Markov; Maarten de Rijke; Pavel Serdyukov (SIGIR, 2016)

Click Models for Web Search and their Applications to IR: WSDM 2016 Tutorial. - Aleksandr Chuklin; Ilya Markov; Maarten de Rijke (WSDM, 2016)

A Neural Click Model for Web Search. - Alexey Borisov; Ilya Markov; Maarten de Rijke; Pavel Serdyukov (WWW, 2016)

Online Expectation-Maximization for Click Models. - Ilya Markov; Alexey Borisov; Maarten de Rijke (CIKM, 2017)

Evaluating and Analyzing Click Simulation in Web Search. - Stepan Malkevich; Ilya Markov; Elena Michailova; Maarten de Rijke (ICTIR, 2017)

Conversational Exploratory Search via Interactive Storytelling. - Svitlana Vakulenko; Ilya Markov; Maarten de Rijke (CoRR, 2017)

Calibration: A Simple Way to Improve Click Models. - Alexey Borisov; Julia Kiseleva; Ilya Markov; Maarten de Rijke (CIKM, 2018)

A Click Sequence Model for Web Search. - Alexey Borisov; Martijn Wardenaar; Ilya Markov; Maarten de Rijke (SIGIR, 2018)

Manifold Learning for Rank Aggregation. - Shangsong Liang; Ilya Markov; Zhaochun Ren; Maarten de Rijke (WWW, 2018)

BubbleRank: Safe Online Learning to Rerank. - Branislav Kveton; Chang Li 003; Tor Lattimore; Ilya Markov; Maarten de Rijke; Csaba Szepesvári; Masrour Zoghi (CoRR, 2018)

Merge Double Thompson Sampling for Large Scale Online Ranker Evaluation. - Chang Li 003; Ilya Markov; Maarten de Rijke; Masrour Zoghi (CoRR, 2018)

Online Learning to Rank with List-level Feedback for Image Filtering. - Chang Li 003; Artem Grotov; Ilya Markov; Bryan Eikema; Maarten de Rijke (CoRR, 2018)

What Should We Teach in Information Retrieval? - Ilya Markov; Maarten de Rijke (SIGIR Forum, 2018)

BubbleRank: Safe Online Learning to Re-Rank via Implicit Click Feedback. - Chang Li 003; Branislav Kveton; Tor Lattimore; Ilya Markov; Maarten de Rijke; Csaba Szepesvári; Masrour Zoghi (UAI, 2019)

When People Change their Mind: Off-Policy Evaluation in Non-stationary Recommendation Environments. - Rolf Jagerman; Ilya Markov; Maarten de Rijke (WSDM, 2019)

ViTOR: Learning to Rank Webpages Based on Visual Features. - Bram van den Akker; Ilya Markov; Maarten de Rijke (WWW, 2019)

Cascade Model-based Propensity Estimation for Counterfactual Learning to Rank. - Ali Vardasbi; Maarten de Rijke; Ilya Markov (SIGIR, 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)

Local Variational Feature-Based Similarity Models for Recommending Top-N New Items. - Yi-Fan Chen 003; Yang Wang 023; Xiang Zhao 002; Hongzhi Yin; Ilya Markov; Maarten de Rijke (ACM Trans. Inf. Syst., 2020)

Safe Exploration for Optimizing Contextual Bandits. - Rolf Jagerman; Ilya Markov; Maarten de Rijke (ACM Trans. Inf. Syst., 2020)

MergeDTS: A Method for Effective Large-Scale Online Ranker Evaluation. - Chang Li 003; Ilya Markov; Maarten de Rijke; Masrour Zoghi (ACM Trans. Inf. Syst., 2020)

Mixture-Based Correction for Position and Trust Bias in Counterfactual Learning to Rank. - Ali Vardasbi; Maarten de Rijke; Ilya Markov (CIKM, 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 001 (J. Mach. Learn. Res., 2021)

ParClick: A Scalable Algorithm for EM-based Click Models. - Pooya Khandel; Ilya Markov; Andrew Yates; Ana Lucia Varbanescu (WWW, 2022)

Towards stable real-world equation discovery with assessing differentiating quality influence. - Mikhail Masliaev; Ilya Markov; Alexander Hvatov (CoRR, 2023)