4 citations · 13 across the 9 of their papers we have counts for
4 papers · 1 filter
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…