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2020 – today
- 2022
[c24]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: 88:1-88:7- [c23]Dmitry Ustalov, Nikita Pavlichenko, Boris Tseytlin, Daria Baidakova, Alexey Drutsa:
Web Engineering with Human-in-the-Loop. ICWE 2022: 505-508 - 2021
- [e2]Dmitry Ustalov, Fabio Casati, Alexey Drutsa, Ivan Stelmakh, Nikita Pavlichenko, Daria Baidakova:
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. CEUR Workshop Proceedings 2932, CEUR-WS.org 2021 [contents] - 2020
- [c22]Alexey Drutsa:
Optimal Non-parametric Learning in Repeated Contextual Auctions with Strategic Buyer. ICML 2020: 2668-2677 - [c21]Alexey Drutsa:
Reserve Pricing in Repeated Second-Price Auctions with Strategic Bidders. ICML 2020: 2678-2689 - [c20]Anton Zhiyanov, Alexey Drutsa:
Bisection-Based Pricing for Repeated Contextual Auctions against Strategic Buyer. ICML 2020: 11469-11480 - [c19]Anna Lioznova, Alexey Drutsa, Vladimir Kukushkin, Anastasia A. Bezzubtseva:
Prediction of Hourly Earnings and Completion Time on a Crowdsourcing Platform. KDD 2020: 3172-3182 - [c18]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: 2623-2627 - [c17]Alexander Shishkin, Anastasia A. Bezzubtseva, Valentina Fedorova, Alexey Drutsa, Gleb Gusev:
Text Recognition Using Anonymous CAPTCHA Answers. WSDM 2020: 537-545 - [c16]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: 873-876 - [e1]Dmitry Ustalov, Fabio Casati, Alexey Drutsa, Daria Baidakova:
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. CEUR Workshop Proceedings 2736, CEUR-WS.org 2020 [contents]
2010 – 2019
- 2019
- [c15]Denis Shaposhnikov, Anastasia A. Bezzubtseva, Ekaterina Gladkikh, Alexey Drutsa:
Labelling for Venue Visit Detection by Matching Wi-Fi Hotspots with Businesses. CIKM 2019: 2281-2284 - [c14]Arsenii Vanunts, Alexey Drutsa:
Optimal Pricing in Repeated Posted-Price Auctions with Different Patience of the Seller and the Buyer. NeurIPS 2019: 939-951 - [c13]Alexey Drutsa, Gleb Gusev, Eugene Kharitonov, Denis Kulemyakin, Pavel Serdyukov, Igor Yashkov:
Effective Online Evaluation for Web Search. SIGIR 2019: 1399-1400 - [i9]Nadezhda Bugakova, Valentina Fedorova, Gleb Gusev, Alexey Drutsa:
Aggregation of pairwise comparisons with reduction of biases. CoRR abs/1906.03711 (2019) - [i8]Alexey Drutsa:
Reserve Pricing in Repeated Second-Price Auctions with Strategic Bidders. CoRR abs/1906.09331 (2019) - [i7]Alexey Drutsa, Viktoriya Farafonova, Valentina Fedorova, Olga Megorskaya, Evfrosiniya Zerminova, Olga Zhilinskaya:
Practice of Efficient Data Collection via Crowdsourcing at Large-Scale. CoRR abs/1912.04444 (2019) - [i6]Alexey Drutsa:
Finite-State Extreme Effect Variable. CoRR abs/1912.13377 (2019) - 2018
- [c12]Alexey Drutsa:
Weakly Consistent Optimal Pricing Algorithms in Repeated Posted-Price Auctions with Strategic Buyer. ICML 2018: 1318-1327 - [c11]Roman Budylin, Alexey Drutsa, Ilya Katsev, Valeriya Tsoy:
Consistent Transformation of Ratio Metrics for Efficient Online Controlled Experiments. WSDM 2018: 55-63 - [i5]Arsenii Vanunts, Alexey Drutsa:
Optimal Pricing in Repeated Posted-Price Auctions. CoRR abs/1805.02574 (2018) - [i4]Roman Budylin, Alexey Drutsa, Gleb Gusev, Pavel Serdyukov, Igor Yashkov:
Online Evaluation for Effective Web Service Development. CoRR abs/1809.00661 (2018) - 2017
- [j1]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): 9:1-9:35 (2017) - [c10]Eugene Kharitonov, Alexey Drutsa, Pavel Serdyukov:
Learning Sensitive Combinations of A/B Test Metrics. WSDM 2017: 651-659 - [c9]Alexey Drutsa:
Horizon-Independent Optimal Pricing in Repeated Auctions with Truthful and Strategic Buyers. WWW 2017: 33-42 - [c8]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: 1301-1310 - [i3]Alexey Drutsa:
On consistency of optimal pricing algorithms in repeated posted-price auctions with strategic buyer. CoRR abs/1707.05101 (2017) - 2016
- [c7]Alexey Poyarkov, Alexey Drutsa, Andrey Khalyavin, Gleb Gusev, Pavel Serdyukov:
Boosted Decision Tree Regression Adjustment for Variance Reduction in Online Controlled Experiments. KDD 2016: 235-244 - [c6]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: 4637-4645 - [i2]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 abs/1611.09083 (2016) - [i1]Alexey Drutsa, Andrey Shutovich, Philipp A. Pushnyakov, Evgeniy Krokhalyov, Gleb Gusev, Pavel Serdyukov:
User Model-Based Intent-Aware Metrics for Multilingual Search Evaluation. CoRR abs/1612.04418 (2016) - 2015
- [c5]Alexey Drutsa, Anna Ufliand, Gleb Gusev:
Practical Aspects of Sensitivity in Online Experimentation with User Engagement Metrics. CIKM 2015: 763-772 - [c4]Kirill Nikolaev, Alexey Drutsa, Ekaterina Gladkikh, Alexander Ulianov, Gleb Gusev, Pavel Serdyukov:
Extreme States Distribution Decomposition Method for Search Engine Online Evaluation. KDD 2015: 845-854 - [c3]Alexey Drutsa:
Sign-Aware Periodicity Metrics of User Engagement for Online Search Quality Evaluation. SIGIR 2015: 779-782 - [c2]Alexey Drutsa, Gleb Gusev, Pavel Serdyukov:
Engagement Periodicity in Search Engine Usage: Analysis and its Application to Search Quality Evaluation. WSDM 2015: 27-36 - [c1]Alexey Drutsa, Gleb Gusev, Pavel Serdyukov:
Future User Engagement Prediction and Its Application to Improve the Sensitivity of Online Experiments. WWW 2015: 256-266
Coauthor Index
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