Bartolomeo Stellato
7 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (16) π Conference Polyglot Β· Bronze
π
Keyword Champion
(2)
β
The Questioner
(2)
π
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
reinforcement learning
(2)
quadratic optimization
(2)
first-order method
(2)
neural network
(2)
optimal control
(2)
warm start
(2)
optimization algorithm
(2)
equilibrium computation
(1)
hyperparameter tuning
(1)
parameter tuning
(1)
generalization bound
(1)
pac-bayes bound
(1)
generalization guarantee
(1)
stackelberg game
(1)
feed-forward network
(1)
mixed-integer optimization
(1)
trajectory planning
(1)
fixed-point iteration
(1)
learned optimizer
(1)
convex optimization control policy
(1)
Papers
Data-Driven Performance Guarantees for Classical and Learned Optimizers
JMLR 2025
Learning to Warm-Start Fixed-Point Optimization Algorithms
JMLR 2024
Who Plays First? Optimizing the Order of Play in Stackelberg Games with Many Robots
RSS 2024
End-to-End Learning to Warm-Start for Real-Time Quadratic Optimization
L4DC 2023
Accelerating Quadratic Optimization with Reinforcement Learning
NeurIPS 2021
Is Bang-Bang Control All You Need? Solving Continuous Control with Bernoulli Policies
NeurIPS 2021
Learning Convex Optimization Control Policies
L4DC 2020