ReservePriceOptimizationforFirstPriceauctionsinDisplayAdvertisingZheFeng1SébastienLahaie2JonSchneider2JinchaoYe2Abstracttimizationinfirst-price(i.e.,pay-your-bid)auctions,mo-tivatedbythefactthatal...
LearningOptimalauctionswithCorrelatedValuationsfromSamplesChunxueYang1XiaohuiBei1Abstractsufficientandnecessarytoguaranteenear-optimalexpectedrevenue.Consequently,oneactivelineofresearchappliesInsi...
ReservePricinginRepeatedSecond-PriceauctionswithStrategicBiddersAlexeyDrutsa12Abstractparticipatesineachroundofthisgame,holdsafixedprivatevaluationforagood(e.g.,anadspace),andseekstomaxi-Westudyrev...
Real-TimeOptimisationforOnlineLearninginauctionsLorenzoCroissant1MarcAbeille1Cle´mentCalauze`nes1Abstractcommonlyacceptedcompromisebetweenoptimalityandtractability.Theyprovidea2-approximation(Roug...
OptimalNon-parametricLearninginRepeatedContextualauctionswithStrategicBuyerAlexeyDrutsa12Abstractsingleadvertiser(Aminetal.,2013;Mohri&Munoz,2014;Drutsa,2017b;2018;Vanunts&Drutsa,2019).Inthiscase,W...
Bisection-BasedPricingforRepeatedContextualauctionsagainstStrategicBuyerAntonZhiyanov12AlexeyDrutsa12AbstractMunoz,2014;Drutsa,2018)),asecond-priceauctionwithreservepricesreducestoaposted-priceauct...
TowardControllingDiscriminationinOnlineAdauctionsL.ElisaCelis1AnayMehrotra2NisheethK.Vishnoi3Abstracttheadvertiserischarged(Muthukrishnan,2009;Yuanetal.,2012;Varian,2007).Asitisnotpracticalforadver...
OptimalauctionsthroughDeepLearningPaulDütting1ZheFeng2HarikrishnaNarasimham2DavidC.Parkes2SaiS.Ravindranath2AbstractInaseminalpieceofwork,Myersonresolvedtheoptimalauctiondesignproblemwhenthereisas...
Learningtobidinrevenue-maximizingauctionsThomasNedelec12NoureddineElKaroui31VianneyPerchet21Abstractmaximizingauctions.Thisisanewargumentsupport-ingtheWilsondoctrine(Wilson,1987)claimingthatdata-We...