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Bartolomeo Stellato

Learning Algorithm Hyperparameters for Fast Parametric Convex Optimization

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Nov 24, 2024
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Data-Driven Performance Guarantees for Classical and Learned Optimizers

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Apr 22, 2024
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A neural network-based approach to hybrid systems identification for control

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Apr 02, 2024
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Learning Hierarchical Control For Multi-Agent Capacity-Constrained Systems

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Mar 22, 2024
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Who Plays First? Optimizing the Order of Play in Stackelberg Games with Many Robots

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Feb 14, 2024
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Differentiable Cutting-plane Layers for Mixed-integer Linear Optimization

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Nov 09, 2023
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Learning to Warm-Start Fixed-Point Optimization Algorithms

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Sep 14, 2023
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Is Bang-Bang Control All You Need? Solving Continuous Control with Bernoulli Policies

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Nov 03, 2021
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Accelerating Quadratic Optimization with Reinforcement Learning

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Jul 22, 2021
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From predictions to prescriptions: A data-driven response to COVID-19

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Jun 30, 2020
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