Exploring Ai4opt Seminar Series Parametric Optimization Beyond Discretization

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  • Abstract: Markov decision processes (MDPs) constitute one of the predominant modeling and solution paradigms for dynamic ...
  • Abstract: Neural network driven applications suffer from hallucination and calibration issues where they confidently provide ...
  • Full Title: Using Machine Learning for Combinatorial
  • T Institute we're merging the power of AI and
  • Title: On the Foundations of Interactive Decision Making and Reinforcement Learning Abstract: In this talk, we will present a new ...

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Parametric Optimization Beyond Discretization Abstract: Graph Neural Networks (GNNs) have become a popular tool for learning algorithmic tasks, related to combinatorial ... Abstract: Pascal Van Hentenryck, director of

Abstract: We discuss our recent research aimed at solving truly huge-scale convex

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