Pavel Serdyukov
Yandex

Pavel Serdyukov

Head of research projects

Publications

Riemannian Optimization for Skip-Gram Negative Sampling
Fonarev A.
Grinchuk O.
Gusev G.
Serdyukov P.
Oseledets I.
ACL
2017
Periodicity in User Engagement with a Search Engine and Its Application to Online Controlled Experiments
Drutsa A.
Gusev G.
Serdyukov P.
TWEB
2017
Using the Delay in a Treatment Effect to Improve Sensitivity and Preserve Directionality of Engagement Metrics in A/B Experiments
Drutsa A.
Gusev G.
Serdyukov P.
WWW
2017
Learning Sensitive Combinations of A/B Test Metrics
Kharitonov E.
Drutsa A.
Serdyukov P.
WSDM
2017
Efficient High-Order Interaction-Aware Feature Selection Based on Conditional Mutual Information
Shishkin A.
Bezzubtseva A.
Drutsa A.
Shishkov I.
Gladkih E.
Gusev G.
Serdyukov P.
NIPS
2016
Efficient Rectangular Maximal-Volume Algorithm for Rating Elicitation in Collaborative Filtering
Fonarev A.
Mikhalev A.
Serdyukov P.
Gusev G.
Oseledets I.
ICDM
2016
Boosted Decision Tree Regression Adjustment for Variance Reduction in Online Controlled Experiments
Poyarkov A.
Drutsa A.
Khalyavin A.
Gusev G.
Serdyukov P.
KDD
2016
A Context-aware Time Model for Web Search (Best Student Paper Award)
Borisov A.
Markov I.
Serdyukov P.
de Rijke M.
SIGIR
2016
An Optimization Framework for Remapping and Reweighting Noisy Relevance Labels
Ustinovsky Y.
Fedorova V.
Gusev G.
Serdyukov P.
SIGIR
2016
Meta-Gradient Boosted Decision Tree Model for Weight and Target Learning
Ustinovsky Y.
Fedorova V.
Gusev G.
Serdyukov P.
ICML
2016
A Neural Click Model for Web Search
Borisov A.
Markov I.
de Rijke M.
Serdyukov P.
WWW
2016
Using Metafeatures to Increase the Effectiveness of Latent Semantic Models in Web Search
Borisov A.
Serdyukov P.
de Rijke M.
WWW
2016
Publication Date Prediction through Reverse Engineering of the Web
Ostroumova L.
Prokhorenkov P.
Samosvat E.
Serdyukov P.
WSDM
2016
An Optimization Framework for Propagation of Query-Document Features by Query Similarity Functions
Zhukovskiy M.
Khatkevich T.
Gusev G.
Serdyukov P.
CIKM
2015
Generalized Team Draft Interleaving
Kharitonov E.
Macdonald C.
Ounis I.
Serdyukov P.
CIKM
2015
Extreme States Distribution Decomposition Method for Search Engine Online Evaluation
Nikolaev K.
Drutsa A.
Gladkih E.
Ulianov A.
Gusev G.
Serdyukov P.
KDD
2015
Optimised Scheduling of Online Experiments
Kharitonov E.
Macdonald C.
Ounis I.
Serdyukov P.
SIGIR
2015
Sequential Testing for Early Stopping of Online Experiments (Best Student Paper Award)
Kharitonov E.
Vorobev A.
Macdonald C.
Ounis I.
Serdyukov P.
SIGIR
2015
On The Relation Between Assessor's Agreement and Accuracy in Gamified Relevance Assessment
Megorskaya O.
Kukushkin V.
Serdyukov P.
SIGIR
2015
Search Engine Evaluation based on Search Engine Switching Prediction
Arkhipova O.
Grauer L.
Kuralenok I.
Serdyukov P.
SIGIR
2015
Future user engagement prediction and its application to improve the sensitivity of online experiments
Drutsa A.
Gusev G.
Serdyukov P.
WWW
2015
An Optimization Framework for Weighting Implicit Relevance Labels for Personalized Web Search
Ustinovsky Y.
Gusev G.
Serdyukov P.
WWW
2015
Gathering Additional Feedback on Search Results by Multi-armed Bandits with respect to Production Ranking
Vorobev A.
Lefortier D.
Gusev G.
Serdyukov P.
WWW
2015
Adaptive Caching of Fresh Web Search Results
Ostroumova L.
Samosvat E.
Ustinovsky Y.
Lefortier D.
Serdyukov P.
ECIR
2015
Engagement Periodicity in Search Engine Usage: Analysis and its Application to Search Quality Evaluation
Drutsa A.
Gusev G.
Serdyukov P.
WSDM
2015
Parameter-Free Discovery and Recommendation of Areas-of-Interest
Laptev D.
Tikhonov A.
Gusev G.
Serdyukov P.
ACM SIGSPATIAL
2014
Supervised Nested PageRank
Zhukovskiy M.
Gusev G.
Serdyukov P.
2014
Online Exploration for Detecting Shifts in Fresh Intent
Lefortier D.
Serdyukov P.
de Rijke M.
2014
Vertical-Aware Click Model-Based Effectiveness Metrics
Markov I.
Kharitonov E.
Nikulin V.
Serdyukov P.
de Rijke M.
CIKM
2014
Web Search without ’Stupid’ Results
Lomakina A.
Povarov N.
Serdyukov P.
SIGIR
2014
Blending Vertical and Web results: A Case Study using Video Intent
Lefortier D.
Serdyukov P.
Romanenko F.
de Rijke M.
ECIR
2014
Personalizing Aggregated Search
Makeev S.
Plahov A.
Serdyukov P.
ECIR 2014
2014
Evaluating Aggregated Search Using Interleaving
Chuklin A.
Schuth A.
Hofmann K.
Serdyukov P.
de Rijke M.
CIKM
2013
Using Historical Click Data to Increase Interleaving Sensitivity
Kharitonov E.
Macdonald C.
Serdyukov P.
Ounis I.
CIKM
2013
Personalization of Web-search Using Short-term Browsing Context
Ustinovsky Y.
Serdyukov P.
CIKM
2013
Intent Models for Contextualising and Diversifying Query Suggestions
Kharitonov E.
Macdonald C.
Serdyukov P.
Ounis I.
CIKM
2013
Timely crawling of high-quality ephemeral new content
Lefortier D.
Ostroumova L.
Samosvat E.
Serdyukov P.
CIKM
2013
Speller Performance Prediction for Query Autocorrection
Baytin A.
Galinskaya I.
Panina M.
Serdyukov P.
CIKM
2013
Predicting the Impact of Expansion Terms Using Semantic and User Interaction Features
Bahtin A.
Ustinovsky Y.
Serdyukov P.
CIKM
2013
Modeling Clicks Beyond the First Result Page
Chuklin A.
Serdyukov P.
de Rijke M.
CIKM
2013
Through the looking glass: utilizing rich post-search trail statistics for web search
Gusev G.
Tolstikov A.
Shakhray M.
Serdyukov P.
CIKM
2013
Click Model-Based Information Retrieval Metrics
Chuklin A.
Serdyukov P.
de Rijke M.
SIGIR
2013
User model-based metrics for offline query suggestion evaluation
Kharitonov E.
Macdonald C.
Serdyukov P.
Ounis I.
SIGIR
2013
Fresh BrowseRank
Zhukovskiy M.
Khropov A.
Gusev G.
Serdyukov P.
SIGIR
2013
Predicting the Audience Size of a Tweet
Kupavskii A.
Gusev G.
Serdyukov P.
ICWSM
2013
Introducing search behavior into browsing based models of page’s importance
Zhukovskiy M.
Khropov A.
Gusev G.
Serdyukov P.
WWW
2013
URL Redirection Accounting for Improving Link-Based Ranking Methods
Zhukovskiy M.
Gusev G.
Serdyukov P.
ECIR
2013
Intent-Based Browse Activity Segmentation
Ustinovsky Y.
Serdyukov P.
Mazur A.
ECIR
2013
Using Intent Information to Model User Behavior in Diversified Search
Chuklin A.
de Rijke M.
Serdyukov P.
ECIR
2013
Demographic Context in Web Search Re-ranking
Kharitonov E.
Serdyukov P.
CIKM
2012
Empirical Validation of the Buckley — Osthus Model for the Web Host Graph: Degree and Edge Distributions
Zhukovskiy M.
Vinogradov D.
Pritykin Y.
Ostroumova L.
Grechnikov E.
Gusev G.
Serdyukov P.
Raigorodskii A.
CIKM
2012
Recency-sensitive model of web page authority
Zhukovskiy M.
Vinogradov D.
Gusev G.
Serdyukov P.
Raigorodskii A.
CIKM
2012
Query recommendation for children
Duarte Torres S.
Hiemstra D.
Weber I.
Serdyukov P.
CIKM
2012
Prediction of Retweet Cascade Size over Time
Kupavskii A.
Ostroumova L.
Usachev S.
Serdyukov P.
Gusev G.
Kustarev A.
CIKM
2012
Session-based Query Performance Prediction
Ustinovsky Y.
Mazur A.
Kustarev A.
Serdyukov P.
CIKM
2012
Gender-aware Re-ranking
Kharitonov E.
Serdyukov P.
SIGIR
2012
How Query Extensions Reflect Search Result Abandonments
Chuklin A.
Serdyukov P.
SIGIR
2012
Optimizing parameters of the Expected Reciprocal Rank
Logachev Y.
Serdyukov P.
SIGIR
2012
Potential Good Abandonment Prediction
Chuklin A.
Serdyukov P.
WWW
2012
Measuring Usefulness of Context for Context-Aware Ranking
Kustarev A.
Ustinovsky Y.
Serdyukov P.
WWW
2012
Actualization of Query Suggestions using Query Logs
Лаврентьева A.
Baytin A.
Galinskaya I.
Serdyukov P.
WWW
2012
Tuning Parameters of the Expected Reciprocal Rank
Logachev Y.
Grauer L.
Serdyukov P.
WWW
2012
Unified Classification Model for Geotagging Websites
Volkov A.
Serdyukov P.
WWW
2012
Good Abandonments in Factoid Queries
Chuklin A.
Serdyukov P.
WWW
2012
The first international workshop on entity-oriented search (EOS)
Balog K.
P. de Vries A.
Serdyukov P.
Wen J.
SIGIR Forum
2012
WSCD 2012: workshop on web search click data 2012
Serdyukov P.
Craswell N.
Dupret G.
WSDM
2012
Recency Ranking by Diversification of Result Set
Styskin A.
Romanenko F.
Vorobyev F.
Serdyukov P.
CIKM
2011
Smoothing NDCG Metrics Using Tied Scores
Kustarev A.
Ustinovsky Y.
Logachev Y.
Grechnikov E.
Segalovich I.
Serdyukov P.
CIKM
2011
Yandex at TREC 2011 Microblog track
Obukhovskaya Z.
Pervyshev K.
Styskin A.
Serdyukov P.
TREC
2011