Alexey Drutsa

According to our database, Alexey Drutsa authored at least 33 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Web Engineering with Human-in-the-Loop.

Dmitry Ustalov, Nikita Pavlichenko, Boris Tseytlin, Daria Baidakova, Alexey Drutsa

Proceedings of the Web Engineering - 22nd International Conference, 2022

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, Simo Hosio

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2020

Text Recognition Using Anonymous CAPTCHA Answers.

Alexander Shishkin, Anastasia A. Bezzubtseva, Valentina Fedorova, Alexey Drutsa, Gleb Gusev

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 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

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Crowdsourcing Practice for Efficient Data Labeling: Aggregation, Incremental Relabeling, and Pricing.

Alexey Drutsa, Valentina Fedorova, Dmitry Ustalov, Olga Megorskaya, Evfrosiniya Zerminova, Daria Baidakova

Proceedings of the 2020 International Conference on Management of Data, 2020

Prediction of Hourly Earnings and Completion Time on a Crowdsourcing Platform.

Anna Lioznova, Alexey Drutsa, Vladimir Kukushkin, Anastasia A. Bezzubtseva

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Bisection-Based Pricing for Repeated Contextual Auctions against Strategic Buyer.

Anton Zhiyanov, Alexey Drutsa

Proceedings of the 37th International Conference on Machine Learning, 2020

Reserve Pricing in Repeated Second-Price Auctions with Strategic Bidders.

Alexey Drutsa

Proceedings of the 37th International Conference on Machine Learning, 2020

Optimal Non-parametric Learning in Repeated Contextual Auctions with Strategic Buyer.

Alexey Drutsa

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Finite-State Extreme Effect Variable.

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

Aggregation of pairwise comparisons with reduction of biases.

Nadezhda Bugakova, Valentina Fedorova, Gleb Gusev, Alexey Drutsa

CoRR, 2019

Effective Online Evaluation for Web Search.

Alexey Drutsa, Gleb Gusev, Eugene Kharitonov, Denis Kulemyakin, Pavel Serdyukov, Igor Yashkov

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Optimal Pricing in Repeated Posted-Price Auctions with Different Patience of the Seller and the Buyer.

Arsenii Vanunts, Alexey Drutsa

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Labelling for Venue Visit Detection by Matching Wi-Fi Hotspots with Businesses.

Denis Shaposhnikov, Anastasia A. Bezzubtseva, Ekaterina Gladkikh, Alexey Drutsa

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Online Evaluation for Effective Web Service Development.

Roman Budylin, Alexey Drutsa, Gleb Gusev, Pavel Serdyukov, Igor Yashkov

CoRR, 2018

Optimal Pricing in Repeated Posted-Price Auctions.

Arsenii Vanunts, Alexey Drutsa

CoRR, 2018

Consistent Transformation of Ratio Metrics for Efficient Online Controlled Experiments.

Roman Budylin, Alexey Drutsa, Ilya Katsev, Valeriya Tsoy

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Weakly Consistent Optimal Pricing Algorithms in Repeated Posted-Price Auctions with Strategic Buyer.

Alexey Drutsa

Proceedings of the 35th International Conference on Machine Learning, 2018

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

On consistency of optimal pricing algorithms in repeated posted-price auctions with strategic buyer.

Alexey Drutsa

CoRR, 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

Proceedings of the 26th International Conference on World Wide Web, 2017

Horizon-Independent Optimal Pricing in Repeated Auctions with Truthful and Strategic Buyers.

Alexey Drutsa

Proceedings of the 26th International Conference on World Wide Web, 2017

Learning Sensitive Combinations of A/B Test Metrics.

Eugene Kharitonov, Alexey Drutsa, Pavel Serdyukov

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

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

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

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

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Boosted Decision Tree Regression Adjustment for Variance Reduction in Online Controlled Experiments.

Alexey Poyarkov, Alexey Drutsa, Andrey Khalyavin, Gleb Gusev, Pavel Serdyukov

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2015

Future User Engagement Prediction and Its Application to Improve the Sensitivity of Online Experiments.

Alexey Drutsa, Gleb Gusev, Pavel Serdyukov

Proceedings of the 24th International Conference on World Wide Web, 2015

Engagement Periodicity in Search Engine Usage: Analysis and its Application to Search Quality Evaluation.

Alexey Drutsa, Gleb Gusev, Pavel Serdyukov

Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Sign-Aware Periodicity Metrics of User Engagement for Online Search Quality Evaluation.

Alexey Drutsa

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Extreme States Distribution Decomposition Method for Search Engine Online Evaluation.

Kirill Nikolaev, Alexey Drutsa, Ekaterina Gladkikh, Alexander Ulianov, Gleb Gusev, Pavel Serdyukov

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Practical Aspects of Sensitivity in Online Experimentation with User Engagement Metrics.

Alexey Drutsa, Anna Ufliand, Gleb Gusev

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015