December 10, 2010

NIPS 2010 Workshop: Machine Learning in Online ADvertising (MLOAD 2010)

The papers can be found in workshop online proceeding.

CTR prediction based on click statistic
Konstantin Bauman, Anna Kornetova, Valeriy Topinskiy, Dmitry Leshiner

The Business Next Door: Click-Through Rate Modeling for Local Search
Suhrid Balakrishnan, Sumit Chopra, I. Dan Melamed

Planning-based Approach for Optimizing the Display of Online Advertising Campaigns
Sertan Girgin, Jeremie Mary, Philippe Preux, Olivier Nicol

Pricing Externalities in Real-Time Bidding Markets
Joseph Reisinger, Michael Driscoll

Similarity Models for Ad Relevance Measures
Scott Wen-tau Yih, Ning Jiang

Determining optimal ad frequency capping policy via Markov decision processes to maximize click through rates [poster]
James Shanahan, Dirk Van den Poel

Predictive Client-side Profiles for Keyword Advertising
Mikhail Bilenko, Matthew Richardson