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Papers
Bayesian Decision Process for Budget-efficient Crowdsourced Clustering
IJCAI 2020
Price of Fairness in Budget Division and Probabilistic Social Choice
AAAI 2020
Community Exploration: From Offline Optimization to Online Learning
NeurIPS 2018
Robust Budget Allocation via Continuous Submodular Functions
ICML 2017
Fundamental Limits of Budget-Fidelity Trade-off in Label Crowdsourcing
NeurIPS 2016
Budget Allocation Problem with Multiple Advertisers: A Game Theoretic View
ICML 2015
Large-Scale Markov Decision Problems with KL Control Cost and its Application to Crowdsourcing
ICML 2015
Statistical Decision Making for Optimal Budget Allocation in Crowd Labeling
JMLR 2015
Threshold Influence Model for Allocating Advertising Budgets
ICML 2015
Optimal Budget Allocation: Theoretical Guarantee and Efficient Algorithm
ICML 2014
Optimistic Knowledge Gradient Policy for Optimal Budget Allocation in Crowdsourcing
ICML 2013