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Invited presentation at the CDC2025 workshop on Data-Driven Control of Autonomous Systems with Provable Guarantees Title: Design with Formal Risk Guarantees via the Scenario Approach: A Sample Compression Framework |
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Invited presentation at the FAIR (Future Artificial Intelligence Research) seminars series Title: Learning-based decision-making via sample-compression: theoretical results and algorithms |
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Invited presentation at the AAAI Workshop on Learnable Optimization (LEANOPT 24) Title: Optimization meets AI: trustworthy decisions via the Scenario Approach |
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My presentation at the workshop Data-Driven Optimization: Algorithms and Theoretical Guarantees I've organized at the SIAM Conference on Optimization 2023 Title: Data-driven optimization via the scenario approach: a theory for the user based on conditional risk assessments |