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ALDT
2011
Springer
241views Algorithms» more  ALDT 2011»
12 years 4 months ago
The Machine Learning and Traveling Repairman Problem
Theja Tulabandhula, Cynthia Rudin, Patrick Jaillet
ALDT
2011
Springer
262views Algorithms» more  ALDT 2011»
12 years 4 months ago
Learning Complex Concepts Using Crowdsourcing: A Bayesian Approach
Abstract. We develop a Bayesian approach to concept learning for crowdsourcing applications. A probabilistic belief over possible concept definitions is maintained and updated acc...
Paolo Viappiani, Sandra Zilles, Howard J. Hamilton...
ALDT
2011
Springer
200views Algorithms» more  ALDT 2011»
12 years 4 months ago
Vote Elicitation with Probabilistic Preference Models: Empirical Estimation and Cost Tradeoffs
A variety of preference aggregation schemes and voting rules have been developed in social choice to support group decision making. However, the requirement that participants provi...
Tyler Lu, Craig Boutilier
ALDT
2011
Springer
251views Algorithms» more  ALDT 2011»
12 years 4 months ago
Game Theory and Human Behavior: Challenges in Security and Sustainability
Security and sustainability are two critical global challenges that involve the interaction of many intelligent actors. Game theory provides a sound mathematical framework to model...
Rong Yang, Milind Tambe, Manish Jain, Jun-young Kw...