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Barbara Rakitsch

Amortized Active Learning for Nonparametric Functions

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Jul 25, 2024
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Global Safe Sequential Learning via Efficient Knowledge Transfer

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Feb 22, 2024
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Hybrid Modeling Design Patterns

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Dec 29, 2023
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Sampling-Free Probabilistic Deep State-Space Models

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Sep 15, 2023
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Can you text what is happening? Integrating pre-trained language encoders into trajectory prediction models for autonomous driving

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Sep 13, 2023
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Cheap and Deterministic Inference for Deep State-Space Models of Interacting Dynamical Systems

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May 02, 2023
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Combining Slow and Fast: Complementary Filtering for Dynamics Learning

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Mar 01, 2023
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Learning Interacting Dynamical Systems with Latent Gaussian Process ODEs

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May 24, 2022
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Safe Active Learning for Multi-Output Gaussian Processes

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Mar 28, 2022
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Traversing Time with Multi-Resolution Gaussian Process State-Space Models

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Dec 06, 2021
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