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Karl Henrik Johansson

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

Nov 09, 2023
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Sensor Fault Detection and Isolation in Autonomous Nonlinear Systems Using Neural Network-Based Observers

Apr 18, 2023
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Estimating a scalar log-concave random variable, using a silence set based probabilistic sampling

Mar 16, 2023
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Shared Situational Awareness with V2X Communication and Set-membership Estimation

Feb 10, 2023
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Learning-based Design of Luenberger Observers for Autonomous Nonlinear Systems

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Oct 04, 2022
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Data-Driven Reachability Analysis from Noisy Data

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May 15, 2021
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Robust Data-Driven Predictive Control using Reachability Analysis

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Mar 25, 2021
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Semantic Communications in Networked Systems

Mar 09, 2021
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Set-Membership Estimation in Shared Situational Awareness for Automated Vehicles in Occluded Scenarios

Mar 02, 2021
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