In conjunction with the Seventeenth ACM Conference on Economics and Computation (EC'16), we solicit submissions for the Second Workshop on Algorithmic Game Theory and Data Science, to be held on July 24, 2016 in Maastricht, the Netherlands.
Computer systems have become the primary mediator of social and economic interactions, enabling transactions at ever-increasing scale. Mechanism design when done on a large scale needs to be a data-driven enterprise. It seeks to optimize some objective with respect to a huge underlying population that the mechanism designer does not have direct access to. Instead, the mechanism designer typically will have access to sampled behavior from that population (e.g. bid histories, or purchase decisions). This means that, on the one hand, mechanism designers will need to bring to bear data-driven methodology from statistical learning theory, econometrics, and revealed preference theory. On the other hand, strategic settings pose new challenges in data science, and approaches for learning and inference need to be adapted to account for strategization. The goal of this workshop is to frame the agenda for research at the interface of algorithms, game theory, and data science.
The goal of this workshop is to frame the agenda for research at the interface of algorithms, game theory, and data science. Papers from a rich set of experimental, empirical, and theoretical perspectives are invited. Some questions at this interface that the workshop will explore are:
We solicit both new work and work recently published or soon to be published in another venue. For submissions of the latter kind, authors must clearly state the venue of publication. This workshop will have no published proceedings. Papers appearing in published conference proceedings or journals subsequent to EC 2015 will be considered, though preference may be given to papers that have not yet appeared. Papers that have appeared or are to appear at EC or affiliated workshops will not be considered.
Authors are encouraged to provide a link to an online version of the paper (such as on arXiv). If accepted, such papers will be linked via an index to give an informal record of the workshop.
All submissions should be sent electronically to AGTDataScienceWorkshop16@gmail.com on or before May 20, 2016. Notification of acceptance will be on June 6, 2016.Richard Cole, NYU
Brad Larsen, Stanford U.
Kevin Leyton-Brown, U. of British Columbia
Balasubramanian Sivan, Google Research
Vasilis Syrgkanis, Microsoft Research