Alexey Drutsa
Yandex

Alexey Drutsa

Publications

Periodicity in User Engagement with a Search Engine and Its Application to Online Controlled Experiments
Drutsa A.
Gusev G.
Serdyukov P.
TWEB
2017
Using the Delay in a Treatment Effect to Improve Sensitivity and Preserve Directionality of Engagement Metrics in A/B Experiments
Drutsa A.
Gusev G.
Serdyukov P.
WWW
2017
Horizon-Independent Optimal Pricing in Repeated Auctions with Truthful and Strategic Buyers
Drutsa A.
WWW
2017
Learning Sensitive Combinations of A/B Test Metrics
Kharitonov E.
Drutsa A.
Serdyukov P.
WSDM
2017
Efficient High-Order Interaction-Aware Feature Selection Based on Conditional Mutual Information
Shishkin A.
Bezzubtseva A.
Drutsa A.
Shishkov I.
Gladkih E.
Gusev G.
Serdyukov P.
NIPS
2016
Boosted Decision Tree Regression Adjustment for Variance Reduction in Online Controlled Experiments
Poyarkov A.
Drutsa A.
Khalyavin A.
Gusev G.
Serdyukov P.
KDD
2016
Practical Aspects of Sensitivity in Online Experimentation with User Engagement Metrics
Drutsa A.
Ufliand A.
Gusev G.
CIKM
2015
Extreme States Distribution Decomposition Method for Search Engine Online Evaluation
Nikolaev K.
Drutsa A.
Gladkih E.
Ulianov A.
Gusev G.
Serdyukov P.
KDD
2015
Sign-Aware Periodicity Metrics of User Engagement for Online Search Quality Evaluation
Drutsa A.
SIGIR
2015
Future user engagement prediction and its application to improve the sensitivity of online experiments
Drutsa A.
Gusev G.
Serdyukov P.
WWW
2015
Engagement Periodicity in Search Engine Usage: Analysis and its Application to Search Quality Evaluation
Drutsa A.
Gusev G.
Serdyukov P.
WSDM
2015