2022
Online Algorithms for Matching Platforms with Multi-Channel Traffic
Manshadi V, Rodilitz S, Saban D, Suresh A. Online Algorithms for Matching Platforms with Multi-Channel Traffic. 2022, 986-987. DOI: 10.1145/3490486.3538326.Peer-Reviewed Original ResearchExternal trafficOnline algorithmTwo-sided platformsRecommendation algorithmCompetitive ratioWebsite trafficPerformance of ACInternational trafficMatching platformTrafficStrong performanceRecommendation enginePseudo-rewardsPlatform problemsStochastic rewardsPath-basedCase studyTargeting opportunitiesMulti-channelAlgorithmOnline matchingOpportunitiesExternal linksTheoretical resultsNonprofits
2021
Designing Approximately Optimal Search on Matching Platforms
Immorlica N, Lucier B, Manshadi V, Wei A. Designing Approximately Optimal Search on Matching Platforms. 2021, 632-633. DOI: 10.1145/3465456.3467530.Peer-Reviewed Original ResearchSocial welfareTwo-sided matching marketsUnique stationary equilibriumDecentralized two-sided matching marketEquilibrium social welfareOptimal social welfareMeeting rateStationary equilibriumMatching marketsOptimal welfareIncentive issuesWelfareEquilibriumPairwise preferencesEasy-to-implementAgent searchesMatching platformPreferencesPotential partnersBipartite graphsConstant factorIncentivesMarketNP-hardDesign problem