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Chaires IACluster
Human centered AI for Argument-based Deliberation
Frugal Reinforcement Learning for Stochastic Networks
Center for Moral Artificial Intelligence (MOAI)
Advances in majorization-minimization algorithms for optimization with non-quadratic loss functions (AMINA)
Reinforcement Learning on a Diet
Anomaly Detection and Diagnosis
Hybridizing AI and Large-scale Simulations for Engineering Design
Hybrid Policy Optimization for Safe and Efficient Robotic Manipulation and Locomotion
Representation Learning for Earth Observation
Combining Polynomial Optimization and Machine Learning:Application to Power System Decision Support Tools
Physics-Informed Learning Methods for Continental Waters and Marine Risks
Certifiable Auto-supervised Large Models
Hybridizing lEarning, seaRch and combinatorial Optimization for Industrial deCision-making
Uncertainty Quantification for Physical and Artificial Intelligence systems
Mathematical Approaches for Deep Learning,representation Learning, And high-Dimensional Statistics
EXPLainablE and physics-informed Ai for Regional weaTHerprediction
Embeddability and safety assurance of ML-based systems under certification
Cobots with Conversation, Cognition and PerceptiOn
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