A survey on data pricing: from economics to data science
J Pei - IEEE Transactions on knowledge and Data …, 2020 - ieeexplore.ieee.org
Data are invaluable. How can we assess the value of data objectively, systematically and
quantitatively? Pricing data, or information goods in general, has been studied and practiced …
quantitatively? Pricing data, or information goods in general, has been studied and practiced …
[图书][B] Multiagent systems: Algorithmic, game-theoretic, and logical foundations
Y Shoham, K Leyton-Brown - 2008 - books.google.com
Multiagent systems combine multiple autonomous entities, each having diverging interests
or different information. This overview of the field offers a computer science perspective, but …
or different information. This overview of the field offers a computer science perspective, but …
[PDF][PDF] Mechanism design and approximation
JD Hartline - Book draft. October, 2013 - jasonhartline.com
This text provides a look at select topics in economic mechanism design through the lens of
approximation. It reviews the classical economic theory of mechanism design wherein a …
approximation. It reviews the classical economic theory of mechanism design wherein a …
Online data valuation and pricing for machine learning tasks in mobile health
Mobile health (mHealth) applications, benefiting from mobile computing, have emerged
rapidly in recent years, and generated a large volume of mHealth data. However, these …
rapidly in recent years, and generated a large volume of mHealth data. However, these …
Competitive auctions with imperfect predictions
The competitive auction was first proposed by Goldberg, Hartline, and Wright. In their paper
[Goldberg et al, 2001], they introduce the competitive analysis framework of online algorithm …
[Goldberg et al, 2001], they introduce the competitive analysis framework of online algorithm …
Envy, truth, and profit
J Hartline, Q Yan - Proceedings of the 12th ACM conference on …, 2011 - dl.acm.org
We consider profit maximizing (incentive compatible) mechanism design in general
environments that include, eg, position auctions (for selling advertisements on Internet …
environments that include, eg, position auctions (for selling advertisements on Internet …
VAP: Online Data Valuation and Pricing for Machine Learning Models in Mobile Health
Mobile health (mHealth) applications, benefiting from mobile computing, have generated
numerous mHealth data. However, they are dispersed across isolated devices, which …
numerous mHealth data. However, they are dispersed across isolated devices, which …
Optimal competitive auctions
We study the design of truthful auctions for selling identical items in unlimited supply (eg,
digital goods) to n unit demand buyers. This classic problem stands out from profit …
digital goods) to n unit demand buyers. This classic problem stands out from profit …
Envy freedom and prior-free mechanism design
We consider the provision of an abstract service to single-dimensional agents. Our model
includes position auctions, single-minded combinatorial auctions, and constrained matching …
includes position auctions, single-minded combinatorial auctions, and constrained matching …
Optimal deterministic clock auctions and beyond
G Christodoulou, V Gkatzelis… - 13th Innovations in …, 2022 - drops.dagstuhl.de
We design and analyze deterministic and randomized clock auctions for single-parameter
domains with downward-closed feasibility constraints, aiming to maximize the social welfare …
domains with downward-closed feasibility constraints, aiming to maximize the social welfare …