4 citations · 13 across the 9 of their papers we have counts for
9 papers
Finite-State Extreme Effect Variable
Alexey Drutsa
We generalize to the finite-state case the notion of the extreme effect variable that accumulates all the effect of a variant variable observed in changes of another variab…
Practice of Efficient Data Collection via Crowdsourcing at Large-Scale
Alexey Drutsa, Viktoriya Farafonova, Valentina Fedorova +3
Modern machine learning algorithms need large datasets to be trained. Crowdsourcing has become a popular approach to label large datasets in a shorter time as well as at a lower co…
Reserve Pricing in Repeated Second-Price Auctions with Strategic Bidders
Alexey Drutsa
We study revenue optimization learning algorithms for repeated second-price auctions with reserve where a seller interacts with multiple strategic bidders each of which holds a fix…
Aggregation of pairwise comparisons with reduction of biases
Nadezhda Bugakova, Valentina Fedorova, Gleb Gusev +1
We study the problem of ranking from crowdsourced pairwise comparisons. Answers to pairwise tasks are known to be affected by the position of items on the screen, however, previous…
Online Evaluation for Effective Web Service Development
Roman Budylin, Alexey Drutsa, Gleb Gusev +2
Development of the majority of the leading web services and software products today is generally guided by data-driven decisions based on evaluation that ensures a steady stream of…
Optimal Pricing in Repeated Posted-Price Auctions
Arsenii Vanunts, Alexey Drutsa
We study revenue optimization pricing algorithms for repeated posted-price auctions where a seller interacts with a single strategic buyer that holds a fixed private valuation. We…
On consistency of optimal pricing algorithms in repeated posted-price auctions with strategic buyer
Alexey Drutsa
We study revenue optimization learning algorithms for repeated posted-price auctions where a seller interacts with a single strategic buyer that holds a fixed private valuation for…
User Model-Based Intent-Aware Metrics for Multilingual Search Evaluation
Alexey Drutsa, Andrey Shutovich, Philipp Pushnyakov +3
Despite the growing importance of multilingual aspect of web search, no appropriate offline metrics to evaluate its quality are proposed so far. At the same time, personal language…
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
With the growth of user-generated content, we observe the constant rise of the number of companies, such as search engines, content aggregators, etc., that operate with tremendous…