Hoda Heidari


Publications

2018
  • A Unified Approach to Quantifying Algorithmic Unfairness: Measuring Individual and Group Unfairness via Inequality Indices
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  • In The International Conference on Knowledge Discovery and Data Mining (KDD),
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  • Fairness in Criminal Justice Risk Assessments: The State of the Art
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  • In In Sociological Methods and Research (conditional acceptance),
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  • Preventing Disparate Treatment in Sequential Decision Making
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  • In In the International Joint Conference on Artificial Intelligence (IJCAI),
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2017
  • A Convex Framework for Fair Regression
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  • In FAT-ML,
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  • A General Framework for Evaluating Callout Mechanisms in Repeated Auctions
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  • In arXiv:1702.01803,
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2016
  • Pricing a Low-regret Seller
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  • In Proceedings of the International Conference on Machine Learning (ICML),
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  • Tight Policy Regret Bounds for Improving and Decaying Bandits
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  • In Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI),
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2015
  • Integrating Market Makers, Limit Orders, and Continuous Trade in Prediction Markets
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  • In Proceedings of the ACM conference on Economics and Computation (EC),
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2014
  • Competitive contagion in networks
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  • In Games and Economic Behavior, Elsevier,
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  • Learning from Contagion (Without Timestamps)
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  • In Proceedings of the International Conference on Machine Learning (ICML),
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  • New Models for Competitive Contagion
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  • In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI),
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2013
  • Depth-Workload Tradeoffs for Workforce Organization
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  • In Proceedings of Conference on Human Computation & Crowdsourcing (HCOMP),
  • [bibtex] [abstract]