Ilya Markov

According to our database1, Ilya Markov authored at least 46 papers between 2007 and 2023.

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Bibliography

2023
Towards stable real-world equation discovery with assessing differentiating quality influence.
CoRR, 2023

2022
ParClick: A Scalable Algorithm for EM-based Click Models.
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.
J. Mach. Learn. Res., 2021

Mixture-Based Correction for Position and Trust Bias in Counterfactual Learning to Rank.
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.
ACM Trans. Inf. Syst., 2020

Safe Exploration for Optimizing Contextual Bandits.
ACM Trans. Inf. Syst., 2020

Local Variational Feature-Based Similarity Models for Recommending Top-<i>N</i> New Items.
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.
Res. Comput. Sci., 2020

Cascade Model-based Propensity Estimation for Counterfactual Learning to Rank.
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.
Proceedings of the World Wide Web Conference, 2019

When People Change their Mind: Off-Policy Evaluation in Non-stationary Recommendation Environments.
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.
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

2018
What Should We Teach in Information Retrieval?
SIGIR Forum, 2018

Online Learning to Rank with List-level Feedback for Image Filtering.
CoRR, 2018

Merge Double Thompson Sampling for Large Scale Online Ranker Evaluation.
CoRR, 2018

BubbleRank: Safe Online Learning to Rerank.
CoRR, 2018

Manifold Learning for Rank Aggregation.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

A Click Sequence Model for Web Search.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Calibration: A Simple Way to Improve Click Models.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
Conversational Exploratory Search via Interactive Storytelling.
CoRR, 2017

Evaluating and Analyzing Click Simulation in Web Search.
Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

Online Expectation-Maximization for Click Models.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
A Neural Click Model for Web Search.
Proceedings of the 25th International Conference on World Wide Web, 2016

Click Models for Web Search and their Applications to IR: WSDM 2016 Tutorial.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

A Context-aware Time Model for Web Search.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Overview of the NTCIR-12 IMine-2 Task.
Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies, 2016

2015
Click Models for Web Search
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).
SIGIR Forum, 2015

An Introduction to Click Models for Web Search: SIGIR 2015 Tutorial.
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.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

User Behavior in Location Search on Mobile Devices.
Proceedings of the Advances in Information Retrieval, 2015

A Comparative Study of Click Models for Web Search.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

2014
Theoretical, Qualitative, and Quantitative Analyses of Small-Document Approaches to Resource Selection.
ACM Trans. Inf. Syst., 2014

Opinions in Federated Search: University of Lugano at TREC 2014 Federated Web Search Track.
Proceedings of The Twenty-Third Text REtrieval Conference, 2014

Vertical-Aware Click Model-Based Effectiveness Metrics.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Towards Risk-Aware Resource Selection.
Proceedings of the Information Retrieval Technology, 2014

2013
On CORI Results Merging.
Proceedings of the Advances in Information Retrieval, 2013

Reducing the Uncertainty in Resource Selection.
Proceedings of the Advances in Information Retrieval, 2013

Distributed Information Retrieval and Applications.
Proceedings of the Advances in Information Retrieval, 2013

2012
Unsupervised linear score normalization revisited.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

2011
Modeling document scores for distributed information retrieval.
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.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2010

2009
University of Lugano at TREC 2009 Blog Track.
Proceedings of The Eighteenth Text REtrieval Conference, 2009

2008
Image Retrieval: Color and Texture Combining Based on Query-Image.
Proceedings of the Image and Signal Processing - 3rd International Conference, 2008

Query Classification in Content-Based Image Retrieval.
Proceedings of the Databases and Information Systems V, 2008

2007
VP-tree: Content-Based Image Indexing.
Proceedings of the SYRCoDIS 2007 Colloquium on Databases and Information Systems, Moscow, Russia, May 31, 2007


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