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Stefan Born

Technische Universität Berlin

Marginalization Consistent Mixture of Separable Flows for Probabilistic Irregular Time Series Forecasting

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Jun 11, 2024
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Probabilistic Forecasting of Irregular Time Series via Conditional Flows

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Feb 09, 2024
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Deep Set Neural Networks for forecasting asynchronous bioprocess timeseries

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Dec 05, 2023
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Deep Learning for Fast Inference of Mechanistic Models' Parameters

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Dec 05, 2023
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Forecasting Irregularly Sampled Time Series using Graphs

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May 22, 2023
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Put Attention to Temporal Saliency Patterns of Multi-Horizon Time Series

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Dec 15, 2022
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When Bioprocess Engineering Meets Machine Learning: A Survey from the Perspective of Automated Bioprocess Development

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Sep 02, 2022
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Yformer: U-Net Inspired Transformer Architecture for Far Horizon Time Series Forecasting

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Oct 13, 2021
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