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Karl Henrik Johansson

Closed-Loop Neural Operator-Based Observer of Traffic Density

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Apr 07, 2025
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Online Traffic Density Estimation using Physics-Informed Neural Networks

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Apr 04, 2025
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KKL Observer Synthesis for Nonlinear Systems via Physics-Informed Learning

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Jan 20, 2025
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Explainable Reinforcement Learning via Temporal Policy Decomposition

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Jan 07, 2025
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Risk-averse learning with delayed feedback

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Sep 25, 2024
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Federated Cubic Regularized Newton Learning with Sparsification-amplified Differential Privacy

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Aug 08, 2024
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Real-time Hybrid System Identification with Online Deterministic Annealing

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Aug 03, 2024
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Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models

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Jul 22, 2024
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Challenges and Considerations in the Evaluation of Bayesian Causal Discovery

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Jun 05, 2024
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Diffusion Based Causal Representation Learning

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Nov 09, 2023
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