Pavel Serdyukov

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 46

Top Venues

CoRR

SIGIR

CIKM

WWW

University of Twente, Enschede, Netherlands (PHD)

Education History

University of Twente, Enschede, Netherlands

PHD

Publications

Andrey Styskin, Fedor Romanenko, Fedor Vorobyev, Pavel Serdyukov
Recency Ranking by Diversification of Result Set. CoRR (2024)
Ramil Yarullin, Pavel Serdyukov
BERT for Sequence-to-Sequence Multi-label Text Classification. AIST (2020)
Dmitrii Emelianenko, Elena Voita, Pavel Serdyukov
Sequence Modeling with Unconstrained Generation Order. CoRR (2019)
Aleksandr Vorobev, Aleksei Ustimenko, Gleb Gusev, Pavel Serdyukov
Learning to select for a predefined ranking. ICML (2019)
Dmitrii Emelianenko, Elena Voita, Pavel Serdyukov
Sequence Modeling with Unconstrained Generation Order. NeurIPS (2019)
Valentina Fedorova, Gleb Gusev, Pavel Serdyukov
Latent Distribution Assumption for Unbiased and Consistent Consensus Modelling. CoRR (2019)
Alexey Drutsa, Gleb Gusev, Eugene Kharitonov, Denis Kulemyakin, Pavel Serdyukov, Igor Yashkov
Effective Online Evaluation for Web Search. SIGIR (2019)
Boris Sharchilev, Yury Ustinovskiy, Pavel Serdyukov, Maarten de Rijke
Finding Influential Training Samples for Gradient Boosted Decision Trees. ICML (2018)
Boris Sharchilev, Michael Roizner, Andrey Yu. Rumyantsev, Denis Ozornin, Pavel Serdyukov, Maarten de Rijke
Web-based Startup Success Prediction. CIKM (2018)
Roman Budylin, Alexey Drutsa, Gleb Gusev, Pavel Serdyukov, Igor Yashkov
Online Evaluation for Effective Web Service Development. CoRR (2018)
Elena Voita, Pavel Serdyukov, Rico Sennrich, Ivan Titov
Context-Aware Neural Machine Translation Learns Anaphora Resolution. ACL (1) (2018)
Boris Sharchilev, Yury Ustinovsky, Pavel Serdyukov, Maarten de Rijke
Finding Influential Training Samples for Gradient Boosted Decision Trees. CoRR (2018)
Elena Voita, Pavel Serdyukov, Rico Sennrich, Ivan Titov
Context-Aware Neural Machine Translation Learns Anaphora Resolution. CoRR (2018)
Alexey Drutsa, Gleb Gusev, Pavel Serdyukov
Using the Delay in a Treatment Effect to Improve Sensitivity and Preserve Directionality of Engagement Metrics in A/B Experiments. WWW (2017)
Alexander Fonarev, Oleksii Hrinchuk, Gleb Gusev, Pavel Serdyukov, Ivan V. Oseledets
Riemannian Optimization for Skip-Gram Negative Sampling. ACL (1) (2017)
Alexander Fonarev, Oleksii Hrinchuk, Gleb Gusev, Pavel Serdyukov, Ivan V. Oseledets
Riemannian Optimization for Skip-Gram Negative Sampling. CoRR (2017)
Eugene Kharitonov, Alexey Drutsa, Pavel Serdyukov
Learning Sensitive Combinations of A/B Test Metrics. WSDM (2017)
Pavel Serdyukov
Machine Learning Powered A/B Testing. SIGIR (2017)
Alexey Drutsa, Gleb Gusev, Pavel Serdyukov
Periodicity in User Engagement with a Search Engine and Its Application to Online Controlled Experiments. ACM Trans. Web 11 (2) (2017)
Alexey Borisov, Pavel Serdyukov, Maarten de Rijke
Using Metafeatures to Increase the Effectiveness of Latent Semantic Models in Web Search. WWW (2016)
Alexey Drutsa, Andrey Shutovich, Philipp A. Pushnyakov, Evgeniy Krokhalyov, Gleb Gusev, Pavel Serdyukov
User Model-Based Intent-Aware Metrics for Multilingual Search Evaluation. CoRR (2016)
Liudmila Ostroumova Prokhorenkova, Petr Prokhorenkov, Egor Samosvat, Pavel Serdyukov
Publication Date Prediction through Reverse Engineering of the Web. WSDM (2016)
Alexey Drutsa, Gleb Gusev, Pavel Serdyukov
Prediction of Video Popularity in the Absence of Reliable Data from Video Hosting Services: Utility of Traces Left by Users on the Web. CoRR (2016)
Alexey Borisov, Ilya Markov, Maarten de Rijke, Pavel Serdyukov
A Neural Click Model for Web Search. WWW (2016)
Alexander Fonarev, Alexander Mikhalev, Pavel Serdyukov, Gleb Gusev, Ivan V. Oseledets
Efficient Rectangular Maximal-Volume Algorithm for Rating Elicitation in Collaborative Filtering. ICDM (2016)
Alexey Poyarkov, Alexey Drutsa, Andrey Khalyavin, Gleb Gusev, Pavel Serdyukov
Boosted Decision Tree Regression Adjustment for Variance Reduction in Online Controlled Experiments. KDD (2016)
Alexey Borisov, Ilya Markov, Maarten de Rijke, Pavel Serdyukov
A Context-aware Time Model for Web Search. SIGIR (2016)
Yury Ustinovskiy, Valentina Fedorova, Gleb Gusev, Pavel Serdyukov
An Optimization Framework for Remapping and Reweighting Noisy Relevance Labels. SIGIR (2016)
Alexander Fonarev, Alexander Mikhalev, Pavel Serdyukov, Gleb Gusev, Ivan V. Oseledets
Efficient Rectangular Maximal-Volume Algorithm for Rating Elicitation in Collaborative Filtering. CoRR (2016)
Yury Ustinovskiy, Valentina Fedorova, Gleb Gusev, Pavel Serdyukov
Meta-Gradient Boosted Decision Tree Model for Weight and Target Learning. ICML (2016)
Omar Alonso, Pavel Serdyukov
Industry Day Overview. ECIR (2016)
Alexander Shishkin, Anastasia A. Bezzubtseva, Alexey Drutsa, Ilia Shishkov, Ekaterina Gladkikh, Gleb Gusev, Pavel Serdyukov
Efficient High-Order Interaction-Aware Feature Selection Based on Conditional Mutual Information. NIPS (2016)
Nicola Ferro, Fabio Crestani, Marie-Francine Moens, Josiane Mothe, Fabrizio Silvestri, Jaana Kekäläinen, Paolo Rosso, Paul D. Clough, Gabriella Pasi, Christina Lioma, Stefano Mizzaro, Giorgio Maria Di Nunzio, Claudia Hauff, Omar Alonso, Pavel Serdyukov, Gianmaria Silvello
Report on ECIR 2016: 38th European Conference on Information Retrieval. SIGIR Forum 50 (1) (2016)
Liudmila Ostroumova Prokhorenkova, Yury Ustinovskiy, Egor Samosvat, Damien Lefortier, Pavel Serdyukov
Adaptive Caching of Fresh Web Search Results. ECIR (2015)
Eugene Kharitonov, Craig Macdonald, Pavel Serdyukov, Iadh Ounis
Generalized Team Draft Interleaving. CIKM (2015)
Alexey Drutsa, Gleb Gusev, Pavel Serdyukov
Future User Engagement Prediction and Its Application to Improve the Sensitivity of Online Experiments. WWW (2015)
Eugene Kharitonov, Aleksandr Vorobev, Craig Macdonald, Pavel Serdyukov, Iadh Ounis
Sequential Testing for Early Stopping of Online Experiments. SIGIR (2015)
Yury Ustinovskiy, Gleb Gusev, Pavel Serdyukov
An Optimization Framework for Weighting Implicit Relevance Labels for Personalized Web Search. WWW (2015)
Eugene Kharitonov, Craig Macdonald, Pavel Serdyukov, Iadh Ounis
Optimised Scheduling of Online Experiments. SIGIR (2015)
Alexey Drutsa, Gleb Gusev, Pavel Serdyukov
Engagement Periodicity in Search Engine Usage: Analysis and its Application to Search Quality Evaluation. WSDM (2015)
Pavel Serdyukov
Challenges and Opportunities in Online Evaluation of Search Engines. SIGIR (2015)
Olga Megorskaya, Vladimir Kukushkin, Pavel Serdyukov
On the Relation Between Assessor's Agreement and Accuracy in Gamified Relevance Assessment. SIGIR (2015)
Aleksandr Vorobev, Damien Lefortier, Gleb Gusev, Pavel Serdyukov
Gathering Additional Feedback on Search Results by Multi-Armed Bandits with Respect to Production Ranking. WWW (2015)
Maxim Zhukovskiy, Tsimafei Khatkevich, Gleb Gusev, Pavel Serdyukov
An Optimization Framework for Propagation of Query-Document Features by Query Similarity Functions. CIKM (2015)
Olga Arkhipova, Lidia Grauer, Igor Kuralenok, Pavel Serdyukov
Search Engine Evaluation based on Search Engine Switching Prediction. SIGIR (2015)
Kirill Nikolaev, Alexey Drutsa, Ekaterina Gladkikh, Alexander Ulianov, Gleb Gusev, Pavel Serdyukov
Extreme States Distribution Decomposition Method for Search Engine Online Evaluation. KDD (2015)
Ilya Markov, Eugene Kharitonov, Vadim Nikulin, Pavel Serdyukov, Maarten de Rijke, Fabio Crestani
Vertical-Aware Click Model-Based Effectiveness Metrics. CIKM (2014)
Damien Lefortier, Pavel Serdyukov, Fedor Romanenko, Maarten de Rijke
Blending Vertical and Web Results - A Case Study Using Video Intent. ECIR (2014)
Maxim Zhukovskiy, Gleb Gusev, Pavel Serdyukov
Supervised Nested PageRank. CIKM (2014)
Stanislav Makeev, Andrey Plakhov, Pavel Serdyukov
Personalizing Aggregated Search. ECIR (2014)
Dmitry Laptev, Alexey Tikhonov, Pavel Serdyukov, Gleb Gusev
Parameter-free discovery and recommendation of areas-of-interest. SIGSPATIAL/GIS (2014)
Pavel Serdyukov, Georges Dupret, Nick Craswell
Log-based personalization: the 4th web search click data (WSCD) workshop. WSDM (2014)
Aleksandra Lomakina, Nikita Povarov, Pavel Serdyukov
Web search without 'stupid' results. SIGIR (2014)
Sergio Duarte Torres, Djoerd Hiemstra, Ingmar Weber, Pavel Serdyukov
Query recommendation in the information domain of children. J. Assoc. Inf. Sci. Technol. 65 (7) (2014)
Damien Lefortier, Pavel Serdyukov, Maarten de Rijke
Online Exploration for Detecting Shifts in Fresh Intent. CIKM (2014)
Pavel Serdyukov
Analyzing behavioral data for improving search experience. WWW (Companion Volume) (2014)
Maxim Zhukovskiy, Andrei Khropov, Gleb Gusev, Pavel Serdyukov
Introducing search behavior into browsing based models of page's importance. WWW (Companion Volume) (2013)
Ingmar Weber, Djoerd Hiemstra, Pavel Serdyukov
From Republicans to Teenagers - Group Membership and Search (GRUMPS). ECIR (2013)
Maksim Zhukovskii, Gleb Gusev, Pavel Serdyukov
URL Redirection Accounting for Improving Link-Based Ranking Methods. ECIR (2013)
Yue Shi, Pavel Serdyukov, Alan Hanjalic, Martha A. Larson
Nontrivial landmark recommendation using geotagged photos. ACM Trans. Intell. Syst. Technol. 4 (3) (2013)
Maxim Zhukovskiy, Andrei Khropov, Gleb Gusev, Pavel Serdyukov
Fresh BrowseRank. SIGIR (2013)
Anton Bakhtin, Yury Ustinovsky, Pavel Serdyukov
Predicting the impact of expansion terms using semantic and user interaction features. CIKM (2013)
Aleksandr Chuklin, Pavel Serdyukov, Maarten de Rijke
Click model-based information retrieval metrics. SIGIR (2013)
Pavel Serdyukov, Pavel Braslavski, Jaap Kamps
ECIR 2013: 35th european conference on information retrieval. SIGIR Forum 47 (2) (2013)
Pavel Serdyukov, Georges Dupret, Nick Craswell
WSCD2013: workshop on web search click data 2013. WSDM (2013)
Andrey Kupavskii, Alexey Umnov, Gleb Gusev, Pavel Serdyukov
Predicting the Audience Size of a Tweet. ICWSM (2013)
Aleksandr Chuklin, Anne Schuth, Katja Hofmann, Pavel Serdyukov, Maarten de Rijke
Evaluating aggregated search using interleaving. CIKM (2013)
Damien Lefortier, Liudmila Ostroumova, Egor Samosvat, Pavel Serdyukov
Timely crawling of high-quality ephemeral new content. CIKM (2013)
Eugene Kharitonov, Craig Macdonald, Pavel Serdyukov, Iadh Ounis
Intent Models for Contextualising and Diversifying Query Suggestions. CoRR (2013)
Eugene Kharitonov, Craig Macdonald, Pavel Serdyukov, Iadh Ounis
Intent models for contextualising and diversifying query suggestions. CIKM (2013)
Eugene Kharitonov, Craig Macdonald, Pavel Serdyukov, Iadh Ounis
Using historical click data to increase interleaving sensitivity. CIKM (2013)
Aleksandr Chuklin, Pavel Serdyukov, Maarten de Rijke
Using Intent Information to Model User Behavior in Diversified Search. ECIR (2013)
Aleksandr Chuklin, Pavel Serdyukov, Maarten de Rijke
Using Intent Information to Model User Behavior in Diversified Search. DIR (2013)
Eugene Kharitonov, Craig Macdonald, Pavel Serdyukov, Iadh Ounis
User model-based metrics for offline query suggestion evaluation. SIGIR (2013)
Alexey Tolstikov, Mikhail Shakhray, Gleb Gusev, Pavel Serdyukov
Through-the-looking glass: utilizing rich post-search trail statistics for web search. CIKM (2013)
Aleksandr Chuklin, Pavel Serdyukov, Maarten de Rijke
Modeling clicks beyond the first result page. CIKM (2013)
Alexey Baytin, Irina Galinskaya, Marina Panina, Pavel Serdyukov
Speller performance prediction for query autocorrection. CIKM (2013)
Yury Ustinovsky, Anna Mazur, Pavel Serdyukov
Intent-Based Browse Activity Segmentation. ECIR (2013)
Yury Ustinovsky, Pavel Serdyukov
Personalization of web-search using short-term browsing context. CIKM (2013)
Damien Lefortier, Liudmila Ostroumova, Egor Samosvat, Pavel Serdyukov
Timely crawling of high-quality ephemeral new content. CoRR (2013)
Martha A. Larson, Mohammad Soleymani, Maria Eskevich, Pavel Serdyukov, Roeland Ordelman, Gareth J. F. Jones
The Community and the Crowd: Multimedia Benchmark Dataset Development. IEEE Multim. 19 (3) (2012)
Aleksandr Chuklin, Pavel Serdyukov
Potential good abandonment prediction. WWW (Companion Volume) (2012)
Krisztian Balog, Yi Fang, Maarten de Rijke, Pavel Serdyukov, Luo Si
Expertise Retrieval. Found. Trends Inf. Retr. 6 (2-3) (2012)
Eugene Kharitonov, Pavel Serdyukov
Gender-aware re-ranking. SIGIR (2012)
Eugene Kharitonov, Pavel Serdyukov
Demographic context in web search re-ranking. CIKM (2012)
Andrey Kustarev, Yury Ustinovsky, Pavel Serdyukov
Measuring usefulness of context for context-aware ranking. WWW (Companion Volume) (2012)
Maxim Zhukovskiy, Dmitry Vinogradov, Gleb Gusev, Pavel Serdyukov, Andrei M. Raigorodskii
Recency-sensitive model of web page authority. CIKM (2012)
Pavel Serdyukov, Nick Craswell, Georges Dupret
WSCD 2012: workshop on web search click data 2012. WSDM (2012)
Andrey Kustarev, Yury Ustinovsky, Anna Mazur, Pavel Serdyukov
Session-based query performance prediction. CIKM (2012)
Maxim Zhukovskiy, Dmitry Vinogradov, Yuri Pritykin, Liudmila Ostroumova, Evgeny Grechnikov, Gleb Gusev, Pavel Serdyukov, Andrei M. Raigorodskii
Empirical Validation of the Buckley--Osthus Model for the Web Host Graph: Degree and Edge Distributions CoRR (2012)
Aleksandr Chuklin, Pavel Serdyukov
How query extensions reflect search result abandonments. SIGIR (2012)
Yury Logachev, Lidia Grauer, Pavel Serdyukov
Tuning parameters of the expected reciprocal rank. WWW (Companion Volume) (2012)
Krisztian Balog, David Carmel, Arjen P. de Vries, Daniel M. Herzig, Peter Mika, Haggai Roitman, Ralf Schenkel, Pavel Serdyukov, Duc Thanh Tran
The first joint international workshop on entity-oriented and semantic search (JIWES). SIGIR Forum 46 (2) (2012)
Alexey G. Volkov, Pavel Serdyukov
Unified classification model for geotagging websites. WWW (Companion Volume) (2012)
Aleksandr Chuklin, Pavel Serdyukov
Good abandonments in factoid queries. WWW (Companion Volume) (2012)
Maxim Zhukovskiy, Dmitry Vinogradov, Yuri Pritykin, Liudmila Ostroumova, Evgeny Grechnikov, Gleb Gusev, Pavel Serdyukov, Andrei M. Raigorodskii
Empirical validation of the buckley-osthus model for the web host graph: degree and edge distributions. CIKM (2012)
Andrey Kupavskii, Liudmila Ostroumova, Alexey Umnov, Svyatoslav Usachev, Pavel Serdyukov, Gleb Gusev, Andrey Kustarev
Prediction of retweet cascade size over time. CIKM (2012)
Alisa Strizhevskaya, Alexey Baytin, Irina Galinskaya, Pavel Serdyukov
Actualization of query suggestions using query logs. WWW (Companion Volume) (2012)
Yury Logachev, Pavel Serdyukov
Optimizing parameters of the expected reciprocal rank. SIGIR (2012)
Sergio Duarte Torres, Djoerd Hiemstra, Ingmar Weber, Pavel Serdyukov
Query recommendation for children. CIKM (2012)

Pavel Serdyukov.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Pavel Serdyukov