Alexandre Capone
11 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (5)
🐝
Cross-Pollinator
(9)
🌍
Conference Polyglot
(5)
🤝
Dynamic Duo
(10)
🔥
Unstoppable
(6)
💎
Century Club
(11)
🚀
Conference Pioneer
Conferences
L4DC (5)
ICML (3)
AISTATS (1)
NIPS (1)
RSS (1)
Top co-authors
Keywords
gaussian process
(5)
learning-based control
(3)
uncertainty quantification
(3)
model predictive control
(1)
stability analysis
(1)
model uncertainty
(1)
gaussian process regression
(1)
robot control
(1)
second-order cone programming
(1)
parameter optimization
(1)
state space model
(1)
confidence interval
(1)
lyapunov stability
(1)
nonlinear system
(1)
region of attraction
(1)
posterior variance
(1)
scenario optimization
(1)
energy conservation
(1)
safety-critical application
(1)
control-affine system
(1)
Papers
Multi-Timescale Dynamics Model Bayesian Optimization for Plasma Stabilization in Tokamaks
ICML 2025
Koopman-Equivariant Gaussian Processes
AISTATS 2025
Learning Safe Control via On-the-Fly Bandit Exploration
ICML 2025
Computation-Aware Learning for Stable Control with Gaussian Process
RSS 2024
Sharp Calibrated Gaussian Processes
NIPS 2023
Structure-Preserving Learning Using Gaussian Processes and Variational Integrators
L4DC 2022
Gaussian Process Uniform Error Bounds with Unknown Hyperparameters for Safety-Critical Applications
ICML 2022
The Impact of Data on the Stability of Learning-Based Control
L4DC 2021
Smart Forgetting for Safe Online Learning with Gaussian Processes
L4DC 2020
Parameter Optimization for Learning-based Control of Control-Affine Systems
L4DC 2020
Localized active learning of Gaussian process state space models
L4DC 2020