Approximately optimal mechanism design

T Roughgarden, I Talgam-Cohen - Annual Review of Economics, 2019 - annualreviews.org
The field of optimal mechanism design enjoys a beautiful and well-developed theory, as well
as several killer applications. Rules of thumb produced by the field influence everything from …

A simple and approximately optimal mechanism for an additive buyer

M Babaioff, N Immorlica, B Lucier… - Journal of the ACM …, 2020 - dl.acm.org
We consider a monopolist seller with n heterogeneous items, facing a single buyer. The
buyer has a value for each item drawn independently according to (non-identical) …

Robustness and separation in multidimensional screening

G Carroll - Econometrica, 2017 - Wiley Online Library
A principal wishes to screen an agent along several dimensions of private information
simultaneously. The agent has quasilinear preferences that are additively separable across …

Approximate revenue maximization with multiple items

S Hart, N Nisan - Journal of Economic Theory, 2017 - Elsevier
Maximizing the revenue from selling more than one good (or item) to a single buyer is a
notoriously difficult problem, in stark contrast to the one-good case. For two goods, we show …

Learning simple auctions

J Morgenstern, T Roughgarden - Conference on Learning …, 2016 - proceedings.mlr.press
We present a general framework for proving polynomial sample complexity bounds for the
problem of learning from samples the best auction in a class of “simple” auctions. Our …

Simple mechanisms for subadditive buyers via duality

Y Cai, M Zhao - Proceedings of the 49th Annual ACM SIGACT …, 2017 - dl.acm.org
We provide simple and approximately revenue-optimal mechanisms in the multi-item multi-
bidder settings. We unify and improve all previous results, as well as generalize the results …

A duality based unified approach to bayesian mechanism design

Y Cai, NR Devanur, SM Weinberg - … of the forty-eighth annual ACM …, 2016 - dl.acm.org
We provide a unified view of many recent developments in Bayesian mechanism design,
including the black-box reductions of Cai et. al., simple auctions for additive buyers, and …

An o (log log m) prophet inequality for subadditive combinatorial auctions

P Dütting, T Kesselheim, B Lucier - ACM SIGecom Exchanges, 2020 - dl.acm.org
We survey the main results from [Dütting, Kesselheim, and Lucier 2020]: 1 a simple posted-
price mechanism for subadditive combinatorial auctions with m items that achieves an O (log …

Combinatorial prophet inequalities

A Rubinstein, S Singla - Proceedings of the Twenty-Eighth Annual ACM-SIAM …, 2017 - SIAM
We introduce a novel framework of Prophet Inequalities for combinatorial valuation
functions. For a (n on-monotone) submodular objective function over an arbitrary matroid …

[图书][B] The menu-size complexity of auctions

S Hart, N Nisan - 2013 - ma.huji.ac.il
We consider the menu size of auctions and mechanisms in general as a measure of their
complexity, and study how it affects revenue. Our setting has a single revenue-maximizing …