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11/30/2022
Resource Sharing Through Multi-Round Matchings
Applications such as employees sharing office spaces over a workweek can...
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09/20/2022
Towards Auditing Unsupervised Learning Algorithms and Human Processes For Fairness
Existing work on fairness typically focuses on making known machine lear...
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09/20/2022
Explainable Clustering via Exemplars: Complexity and Efficient Approximation Algorithms
Explainable AI (XAI) is an important developing area but remains relativ...
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09/12/2022
Resource Allocation to Agents with Restrictions: Maximizing Likelihood with Minimum Compromise
Many scenarios where agents with restrictions compete for resources can ...
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02/06/2020
Efficient Algorithms for Generating Provably Near-Optimal Cluster Descriptors for Explainability
Improving the explainability of the results from machine learning method...
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01/30/2020
A Graph-Based Approach for Active Learning in Regression
Active learning aims to reduce labeling efforts by selectively asking hu...
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06/10/2019