CAREER: Game-theoretic Foundations for Incentive-aware Data Sharing and Collaborative Machine Learning

With recent advances in artificial intelligence, organizations increasingly recognize data as a vital resource for advancing scientific, economic, and societal progress. Many modern machine learning systems rely on large and complex datasets to learn patterns, generate insights, create new content, and support intelligent decision-making. However,…