Alexey Drutsa

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 29

Top Topics

User Engagement

Pairwise Comparisons

Optimal Pricing

Reverse Auction

Top Venues

Publications

Dmitry Ustalov, Nikita Pavlichenko, Boris Tseytlin, Daria Baidakova, Alexey Drutsa
Web Engineering with Human-in-the-Loop. ICWE (2022)
Andy Alorwu, Saiph Savage, Niels van Berkel, Dmitry Ustalov, Alexey Drutsa, Jonas Oppenlaender, Oliver Bates, Danula Hettiachchi, Ujwal Gadiraju, Jorge Gonçalves, Simo Hosio
REGROW: Reimagining Global Crowdsourcing for Better Human-AI Collaboration. CHI Extended Abstracts (2022)
Alexey Drutsa, Valentina Fedorova, Dmitry Ustalov, Olga Megorskaya, Evfrosiniya Zerminova, Daria Baidakova
Crowdsourcing Practice for Efficient Data Labeling: Aggregation, Incremental Relabeling, and Pricing. SIGMOD Conference (2020)
Anton Zhiyanov, Alexey Drutsa
Bisection-Based Pricing for Repeated Contextual Auctions against Strategic Buyer. ICML (2020)
Alexey Drutsa, Valentina Fedorova, Dmitry Ustalov, Olga Megorskaya, Evfrosiniya Zerminova, Daria Baidakova
Practice of Efficient Data Collection via Crowdsourcing: Aggregation, Incremental Relabelling, and Pricing. WSDM (2020)
Alexander Shishkin, Anastasia A. Bezzubtseva, Valentina Fedorova, Alexey Drutsa, Gleb Gusev
Text Recognition Using Anonymous CAPTCHA Answers. WSDM (2020)
Alexey Drutsa
Reserve Pricing in Repeated Second-Price Auctions with Strategic Bidders. ICML (2020)
Anna Lioznova, Alexey Drutsa, Vladimir Kukushkin, Anastasia A. Bezzubtseva
Prediction of Hourly Earnings and Completion Time on a Crowdsourcing Platform. KDD (2020)
Alexey Drutsa
Optimal Non-parametric Learning in Repeated Contextual Auctions with Strategic Buyer. ICML (2020)
Arsenii Vanunts, Alexey Drutsa
Optimal Pricing in Repeated Posted-Price Auctions with Different Patience of the Seller and the Buyer. NeurIPS (2019)
Alexey Drutsa
Reserve Pricing in Repeated Second-Price Auctions with Strategic Bidders. CoRR (2019)
Denis Shaposhnikov, Anastasia A. Bezzubtseva, Ekaterina Gladkikh, Alexey Drutsa
Labelling for Venue Visit Detection by Matching Wi-Fi Hotspots with Businesses. CIKM (2019)
Nadezhda Bugakova, Valentina Fedorova, Gleb Gusev, Alexey Drutsa
Aggregation of pairwise comparisons with reduction of biases. CoRR (2019)
Alexey Drutsa
Finite-State Extreme Effect Variable. CoRR (2019)
Alexey Drutsa, Gleb Gusev, Eugene Kharitonov, Denis Kulemyakin, Pavel Serdyukov, Igor Yashkov
Effective Online Evaluation for Web Search. SIGIR (2019)
Alexey Drutsa, Viktoriya Farafonova, Valentina Fedorova, Olga Megorskaya, Evfrosiniya Zerminova, Olga Zhilinskaya
Practice of Efficient Data Collection via Crowdsourcing at Large-Scale. CoRR (2019)
Roman Budylin, Alexey Drutsa, Ilya Katsev, Valeriya Tsoy
Consistent Transformation of Ratio Metrics for Efficient Online Controlled Experiments. WSDM (2018)
Roman Budylin, Alexey Drutsa, Gleb Gusev, Pavel Serdyukov, Igor Yashkov
Online Evaluation for Effective Web Service Development. CoRR (2018)
Arsenii Vanunts, Alexey Drutsa
Optimal Pricing in Repeated Posted-Price Auctions. CoRR (2018)
Alexey Drutsa
Weakly Consistent Optimal Pricing Algorithms in Repeated Posted-Price Auctions with Strategic Buyer. ICML (2018)
Alexey Drutsa
Horizon-Independent Optimal Pricing in Repeated Auctions with Truthful and Strategic Buyers. WWW (2017)
Alexey Drutsa
On consistency of optimal pricing algorithms in repeated posted-price auctions with strategic buyer. CoRR (2017)
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)
Eugene Kharitonov, Alexey Drutsa, Pavel Serdyukov
Learning Sensitive Combinations of A/B Test Metrics. WSDM (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 Drutsa, Andrey Shutovich, Philipp A. Pushnyakov, Evgeniy Krokhalyov, Gleb Gusev, Pavel Serdyukov
User Model-Based Intent-Aware Metrics for Multilingual Search Evaluation. CoRR (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 Poyarkov, Alexey Drutsa, Andrey Khalyavin, Gleb Gusev, Pavel Serdyukov
Boosted Decision Tree Regression Adjustment for Variance Reduction in Online Controlled Experiments. KDD (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)
Alexey Drutsa, Gleb Gusev, Pavel Serdyukov
Future User Engagement Prediction and Its Application to Improve the Sensitivity of Online Experiments. WWW (2015)
Alexey Drutsa
Sign-Aware Periodicity Metrics of User Engagement for Online Search Quality Evaluation. SIGIR (2015)
Alexey Drutsa, Gleb Gusev, Pavel Serdyukov
Engagement Periodicity in Search Engine Usage: Analysis and its Application to Search Quality Evaluation. WSDM (2015)
Alexey Drutsa, Anna Ufliand, Gleb Gusev
Practical Aspects of Sensitivity in Online Experimentation with User Engagement Metrics. CIKM (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)