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Researcher profile

Michael Mathioudakis

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Max-Min Diversification with Fairness Constraints: Exact and Approximation Algorithms

    2023 · arXiv (Cornell University)

    Diversity maximization aims to select a diverse and representative subset of items from a large dataset. It is a fundamental optimization task that finds applications in data summarization, feature selection, web search, recommender systems, and …

  2. Cost-Effective Retraining of Machine Learning Models

    2023 · arXiv (Cornell University)

    It is important to retrain a machine learning (ML) model in order to maintain its performance as the data changes over time. However, this can be costly as it usually requires processing the entire dataset …