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7 篇文献
 
Mix and match  
Consider a matching problem on a graph where disjoint sets of vertices are privately owned by self-interested agents. An edge between a pair of vertices indicates compatibility and allows the vertices......
Electronic Commerce  2010
11次引用 0 0
On the Limits of Dictatorial Classification  
In the strategyproof classification setting, a set of labeled examples is partitioned among multiple agents. Given the reported labels, an optimal classification mechanism returns a classifier that mi......
3次引用 0 0
Towards a theory of incentives in machine learning  
The connection between machine learning and economics is, I feel, quite natural. There is a growing body of work that lies at the intersection of the two fields, but most of this work focuses on apply......
Journal of Management Inquiry  2008
1次引用 0 0
Strategyproof Classification with Shared Inputs  
Strategyproof classification deals with a setting where a decision-maker must classify a set of input points with binary labels, while minimizing the expected error. The labels of the input points are......
International Joint Conference on Artificial Intelligence  2009
6次引用 0 0
Strategyproof classification  
Experts reporting the labels used by a learning algorithm cannot always be assumed to be truthful. We describe recent advances in the design and analysis of strategyproof mechanisms for binary classif......
Journal of Management Inquiry  2011
0次引用 0 0
Approximate mechanism design without money  
The literature on algorithmic mechanism design is mostly concerned with game-theoretic versions of optimization problems to which standard economic money-based mechanisms cannot be applied efficiently......
Electronic Commerce  2009
54次引用 0 0
Strategy Proof Classification  
We consider the following setting: a decision maker should classify a finite set of data points with binary labels, minimizing the expected error. Subsets of data points are controlled by different se......
1次引用 0 0

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