Alexey Drutsa

36 papers A* 13A 7B 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2022 — conf
REGROW: Reimagining Global Crowdsourcing for Better Human-AI Collaboration.
CHI Extended Abstracts
Andy Alorwu, Saiph Savage, Niels van Berkel, Dmitry Ustalov, Alexey Drutsa, Jonas Oppenlaender, Oliver Bates, Danula Hettiachchi, Ujwal Gadiraju, Jorge Gonçalves, Simo Hosio
2022 B conf
Web Engineering with Human-in-the-Loop.
ICWE
Dmitry Ustalov, Nikita Pavlichenko, Boris Tseytlin, Daria Baidakova, Alexey Drutsa
2021 — ed.
Proceedings of the 2nd Crowd Science Workshop: Trust, Ethics, and Excellence in Crowdsourced Data Management at Scale co-located with 47th International Conference on Very Large Data Bases (VLDB 2021), Copenhagen, Denmark, August 20, 2021.
CSW@VLDB
Dmitry Ustalov, Fabio Casati, Alexey Drutsa, Ivan Stelmakh, Nikita Pavlichenko, Daria Baidakova
2020 A* conf
Bisection-Based Pricing for Repeated Contextual Auctions against Strategic Buyer.
ICML
Anton Zhiyanov, Alexey Drutsa
2020 — conf
Crowdsourcing Practice for Efficient Data Labeling: Aggregation, Incremental Relabeling, and Pricing.
SIGMOD Conference
Alexey Drutsa, Valentina Fedorova, Dmitry Ustalov, Olga Megorskaya, Evfrosiniya Zerminova, Daria Baidakova
2020 A* conf
Optimal Non-parametric Learning in Repeated Contextual Auctions with Strategic Buyer.
ICML
Alexey Drutsa
2020 A conf
Practice of Efficient Data Collection via Crowdsourcing: Aggregation, Incremental Relabelling, and Pricing.
WSDM
Alexey Drutsa, Valentina Fedorova, Dmitry Ustalov, Olga Megorskaya, Evfrosiniya Zerminova, Daria Baidakova
2020 A* conf
Prediction of Hourly Earnings and Completion Time on a Crowdsourcing Platform.
KDD
Anna Lioznova, Alexey Drutsa, Vladimir Kukushkin, Anastasia A. Bezzubtseva
2020 — ed.
Proceedings of the Crowd Science Workshop: Remoteness, Fairness, and Mechanisms as Challenges of Data Supply by Humans for Automation co-located with 34th Conference on Neural Information Processing Systems, CSW@NeurIPS 2020, Vancouver, BC, Canada / Online Event, December 11, 2020.
CSW@NeurIPS
Dmitry Ustalov, Fabio Casati, Alexey Drutsa, Daria Baidakova
2020 A* conf
Reserve Pricing in Repeated Second-Price Auctions with Strategic Bidders.
ICML
Alexey Drutsa
2020 A conf
Text Recognition Using Anonymous CAPTCHA Answers.
WSDM
Alexander Shishkin, Anastasia A. Bezzubtseva, Valentina Fedorova, Alexey Drutsa, Gleb Gusev
2019 J jnl
Aggregation of pairwise comparisons with reduction of biases.
CoRR
Nadezhda Bugakova, Valentina Fedorova, Gleb Gusev, Alexey Drutsa
2019 A* conf
Effective Online Evaluation for Web Search.
SIGIR
Alexey Drutsa, Gleb Gusev, Eugene Kharitonov, Denis Kulemyakin, Pavel Serdyukov, Igor Yashkov
2019 J jnl
Finite-State Extreme Effect Variable.
CoRR
Alexey Drutsa
2019 A conf
Labelling for Venue Visit Detection by Matching Wi-Fi Hotspots with Businesses.
CIKM
Denis Shaposhnikov, Anastasia A. Bezzubtseva, Ekaterina Gladkikh, Alexey Drutsa
2019 A* conf
Optimal Pricing in Repeated Posted-Price Auctions with Different Patience of the Seller and the Buyer.
NeurIPS
Arsenii Vanunts, Alexey Drutsa
2019 J jnl
Practice of Efficient Data Collection via Crowdsourcing at Large-Scale.
CoRR
Alexey Drutsa, Viktoriya Farafonova, Valentina Fedorova, Olga Megorskaya, Evfrosiniya Zerminova, Olga Zhilinskaya
2019 J jnl
Reserve Pricing in Repeated Second-Price Auctions with Strategic Bidders.
CoRR
Alexey Drutsa
2018 A conf
Consistent Transformation of Ratio Metrics for Efficient Online Controlled Experiments.
WSDM
Roman Budylin, Alexey Drutsa, Ilya Katsev, Valeriya Tsoy
2018 J jnl
Online Evaluation for Effective Web Service Development.
CoRR
Roman Budylin, Alexey Drutsa, Gleb Gusev, Pavel Serdyukov, Igor Yashkov
2018 J jnl
Optimal Pricing in Repeated Posted-Price Auctions.
CoRR
Arsenii Vanunts, Alexey Drutsa
2018 A* conf
Weakly Consistent Optimal Pricing Algorithms in Repeated Posted-Price Auctions with Strategic Buyer.
ICML
Alexey Drutsa
2017 A* conf
Horizon-Independent Optimal Pricing in Repeated Auctions with Truthful and Strategic Buyers.
WWW
Alexey Drutsa
2017 A conf
Learning Sensitive Combinations of A/B Test Metrics.
WSDM
Eugene Kharitonov, Alexey Drutsa, Pavel Serdyukov
2017 J jnl
On consistency of optimal pricing algorithms in repeated posted-price auctions with strategic buyer.
CoRR
Alexey Drutsa
2017 J jnl
Periodicity in User Engagement with a Search Engine and Its Application to Online Controlled Experiments.
ACM Trans. Web
Alexey Drutsa, Gleb Gusev, Pavel Serdyukov
2017 A* conf
Using the Delay in a Treatment Effect to Improve Sensitivity and Preserve Directionality of Engagement Metrics in A/B Experiments.
WWW
Alexey Drutsa, Gleb Gusev, Pavel Serdyukov
2016 A* conf
Boosted Decision Tree Regression Adjustment for Variance Reduction in Online Controlled Experiments.
KDD
Alexey Poyarkov, Alexey Drutsa, Andrey Khalyavin, Gleb Gusev, Pavel Serdyukov
2016 — conf
Efficient High-Order Interaction-Aware Feature Selection Based on Conditional Mutual Information.
NIPS
Alexander Shishkin, Anastasia A. Bezzubtseva, Alexey Drutsa, Ilia Shishkov, Ekaterina Gladkikh, Gleb Gusev, Pavel Serdyukov
2016 J jnl
Prediction of Video Popularity in the Absence of Reliable Data from Video Hosting Services: Utility of Traces Left by Users on the Web.
CoRR
Alexey Drutsa, Gleb Gusev, Pavel Serdyukov
2016 J jnl
User Model-Based Intent-Aware Metrics for Multilingual Search Evaluation.
CoRR
Alexey Drutsa, Andrey Shutovich, Philipp A. Pushnyakov, Evgeniy Krokhalyov, Gleb Gusev, Pavel Serdyukov
2015 A conf
Engagement Periodicity in Search Engine Usage: Analysis and its Application to Search Quality Evaluation.
WSDM
Alexey Drutsa, Gleb Gusev, Pavel Serdyukov
2015 A* conf
Extreme States Distribution Decomposition Method for Search Engine Online Evaluation.
KDD
Kirill Nikolaev, Alexey Drutsa, Ekaterina Gladkikh, Alexander Ulianov, Gleb Gusev, Pavel Serdyukov
2015 A* conf
Future User Engagement Prediction and Its Application to Improve the Sensitivity of Online Experiments.
WWW
Alexey Drutsa, Gleb Gusev, Pavel Serdyukov
2015 A conf
Practical Aspects of Sensitivity in Online Experimentation with User Engagement Metrics.
CIKM
Alexey Drutsa, Anna Ufliand, Gleb Gusev
2015 A* conf
Sign-Aware Periodicity Metrics of User Engagement for Online Search Quality Evaluation.
SIGIR
Alexey Drutsa