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Michael Mathioudakis

Workload-aware and Learned Z-Indexes

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Oct 09, 2023
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Cost-Effective Retraining of Machine Learning Models

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Oct 06, 2023
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Max-Min Diversification with Fairness Constraints: Exact and Approximation Algorithms

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Jan 05, 2023
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Graph Summarization via Node Grouping: A Spectral Algorithm

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Nov 08, 2022
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Streaming Algorithms for Diversity Maximization with Fairness Constraints

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Jul 30, 2022
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Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways

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Feb 01, 2022
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Certifiable Machine Unlearning for Linear Models

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Jul 28, 2021
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Joint Use of Node Attributes and Proximity for Semi-Supervised Classification on Graphs

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Oct 22, 2020
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Streaming Submodular Maximization with Fairness Constraints

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Oct 09, 2020
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Towards Data-Driven Affirmative Action Policies under Uncertainty

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Jul 02, 2020
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