Practical Aspects of Sensitivity in Online Experimentation with User Engagement Metrics. - Alexey Drutsa; Anna Ufliand; Gleb Gusev (CIKM, 2015)

Extreme States Distribution Decomposition Method for Search Engine Online Evaluation. - Kirill Nikolaev 002; Alexey Drutsa; Ekaterina Gladkikh; Alexander Ulianov; Gleb Gusev; Pavel Serdyukov (KDD, 2015)

Sign-Aware Periodicity Metrics of User Engagement for Online Search Quality Evaluation. - Alexey Drutsa (SIGIR, 2015)

Engagement Periodicity in Search Engine Usage: Analysis and its Application to Search Quality Evaluation. - Alexey Drutsa; Gleb Gusev; Pavel Serdyukov (WSDM, 2015)

Future User Engagement Prediction and Its Application to Improve the Sensitivity of Online Experiments. - Alexey Drutsa; Gleb Gusev; Pavel Serdyukov (WWW, 2015)

Boosted Decision Tree Regression Adjustment for Variance Reduction in Online Controlled Experiments. - Alexey Poyarkov; Alexey Drutsa; Andrey Khalyavin; Gleb Gusev; Pavel Serdyukov (KDD, 2016)

Efficient High-Order Interaction-Aware Feature Selection Based on Conditional Mutual Information. - Alexander Shishkin; Anastasia A. Bezzubtseva; Alexey Drutsa; Ilia Shishkov; Ekaterina Gladkikh; Gleb Gusev; Pavel Serdyukov (NIPS, 2016)

Prediction of Video Popularity in the Absence of Reliable Data from Video Hosting Services: Utility of Traces Left by Users on the Web. - Alexey Drutsa; Gleb Gusev; Pavel Serdyukov (CoRR, 2016)

User Model-Based Intent-Aware Metrics for Multilingual Search Evaluation. - Alexey Drutsa; Andrey Shutovich; Philipp A. Pushnyakov; Evgeniy Krokhalyov; Gleb Gusev; Pavel Serdyukov (CoRR, 2016)

Learning Sensitive Combinations of A/B Test Metrics. - Eugene Kharitonov; Alexey Drutsa; Pavel Serdyukov (WSDM, 2017)

Horizon-Independent Optimal Pricing in Repeated Auctions with Truthful and Strategic Buyers. - Alexey Drutsa (WWW, 2017)

Using the Delay in a Treatment Effect to Improve Sensitivity and Preserve Directionality of Engagement Metrics in A/B Experiments. - Alexey Drutsa; Gleb Gusev; Pavel Serdyukov (WWW, 2017)

On consistency of optimal pricing algorithms in repeated posted-price auctions with strategic buyer. - Alexey Drutsa (CoRR, 2017)

Periodicity in User Engagement with a Search Engine and Its Application to Online Controlled Experiments. - Alexey Drutsa; Gleb Gusev; Pavel Serdyukov (ACM Trans. Web, 2017)

Weakly Consistent Optimal Pricing Algorithms in Repeated Posted-Price Auctions with Strategic Buyer. - Alexey Drutsa (ICML, 2018)

Consistent Transformation of Ratio Metrics for Efficient Online Controlled Experiments. - Roman Budylin; Alexey Drutsa; Ilya Katsev; Valeriya Tsoy (WSDM, 2018)

Optimal Pricing in Repeated Posted-Price Auctions. - Arsenii Vanunts; Alexey Drutsa (CoRR, 2018)

Online Evaluation for Effective Web Service Development. - Roman Budylin; Alexey Drutsa; Gleb Gusev; Pavel Serdyukov; Igor Yashkov (CoRR, 2018)

Labelling for Venue Visit Detection by Matching Wi-Fi Hotspots with Businesses. - Denis Shaposhnikov; Anastasia A. Bezzubtseva; Ekaterina Gladkikh; Alexey Drutsa (CIKM, 2019)

Optimal Pricing in Repeated Posted-Price Auctions with Different Patience of the Seller and the Buyer. - Arsenii Vanunts; Alexey Drutsa (NeurIPS, 2019)

Effective Online Evaluation for Web Search. - Alexey Drutsa; Gleb Gusev; Eugene Kharitonov; Denis Kulemyakin; Pavel Serdyukov; Igor Yashkov (SIGIR, 2019)

Aggregation of pairwise comparisons with reduction of biases. - Nadezhda Bugakova; Valentina Fedorova; Gleb Gusev; Alexey Drutsa (CoRR, 2019)

Practice of Efficient Data Collection via Crowdsourcing at Large-Scale. - Alexey Drutsa; Viktoriya Farafonova; Valentina Fedorova; Olga Megorskaya; Evfrosiniya Zerminova; Olga Zhilinskaya (CoRR, 2019)

Finite-State Extreme Effect Variable. - Alexey Drutsa (CoRR, 2019)

Optimal Non-parametric Learning in Repeated Contextual Auctions with Strategic Buyer. - Alexey Drutsa (ICML, 2020)

Reserve Pricing in Repeated Second-Price Auctions with Strategic Bidders. - Alexey Drutsa (ICML, 2020)

Bisection-Based Pricing for Repeated Contextual Auctions against Strategic Buyer. - Anton Zhiyanov; Alexey Drutsa (ICML, 2020)

Prediction of Hourly Earnings and Completion Time on a Crowdsourcing Platform. - Anna Lioznova; Alexey Drutsa; Vladimir Kukushkin; Anastasia A. Bezzubtseva (KDD, 2020)

Crowdsourcing Practice for Efficient Data Labeling: Aggregation, Incremental Relabeling, and Pricing. - Alexey Drutsa; Valentina Fedorova; Dmitry Ustalov; Olga Megorskaya; Evfrosiniya Zerminova; Daria Baidakova (SIGMOD Conference, 2020)

Practice of Efficient Data Collection via Crowdsourcing: Aggregation, Incremental Relabelling, and Pricing. - Alexey Drutsa; Valentina Fedorova; Dmitry Ustalov; Olga Megorskaya; Evfrosiniya Zerminova; Daria Baidakova (WSDM, 2020)

Text Recognition Using Anonymous CAPTCHA Answers. - Alexander Shishkin; Anastasia A. Bezzubtseva; Valentina Fedorova; Alexey Drutsa; Gleb Gusev (WSDM, 2020)

REGROW: Reimagining Global Crowdsourcing for Better Human-AI Collaboration. - Andy Alorwu; Saiph Savage; Niels van Berkel; Dmitry Ustalov; Alexey Drutsa; Jonas Oppenlaender; Oliver Bates; Danula Hettiachchi; Ujwal Gadiraju; Jorge Gonçalves 001; Simo Hosio (CHI Extended Abstracts, 2022)

Web Engineering with Human-in-the-Loop. - Dmitry Ustalov; Nikita Pavlichenko; Boris Tseytlin; Daria Baidakova; Alexey Drutsa (ICWE, 2022)