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ADML 2012 - ICML Workshop on Online Advertising (AdML)
Website icml.cc/2012/workshops/ |
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Category ADML 2012
Deadline: May 07, 2012 | Date: June 26, 2012-July 01, 2012
Venue/Country: Edinburgh, U.K.
Updated: 2012-03-24 09:05:26 (GMT+9)
Call For Papers - CFP
AdML is an ICML 2012 workshop that will focus on machine learning for online advertising, an emerging application area of enormous practical importance that has numerous scientific challenges. The workshop will span theory and practice, attracting academic and industrial lab scientists as well as industry practitioners. Schedule highlights will include invited talks from leading researchers in the field and contributed talks for top accepted papers. The workshop will include a special session on open problems, and a poster session dedicated to promising early-stage work. Topics of InterestSubmissions are encouraged in any of the following research areas, but are not limited to:Large-scale machine learningSelection bias, covariate shift, and domain adaptationContextual bandits and explore/exploit trade-offsEvaluation methodsInteraction of machine learning and auction theory / mechanism designPrediction marketsLearning to rankPersonalizationBehavioral targetingPrivacy-preserving learningAdversarial learning, including ad scam, spam, and fraud detectionSocial network analysisLearning bidding strategies, including real time bidding for ad exchangesLearning for sponsored searchLearning for display ads and contextual advertisementsLearning for offer ads and dealsLearning for ads on mobile devicesReliability of deployed systemsKeywords: Accepted papers list. Acceptance Rate. EI Compendex. Engineering Index. ISTP index. ISI index. Impact Factor.
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