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Stefan Born

3 papers at tracked venues · 3 at CORE A* · active 2024–2025

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Venues

AAAI ×2ICLR ×1

Frequent coauthors

Vijaya Krishna Yalavarthi
×3
Randolf Scholz
×3
Lars Schmidt-Thieme
×3
Christian Klötergens
×1
Maximilian Stubbemann
×1
Kiran Madhusudhanan
×1
Nourhan Ahmed
×1
Johannes Burchert
×1
Shayan Jawed
×1

Papers

  1. Physiome-ODE: A Benchmark for Irregularly Sampled Multivariate Time-Series Forecasting Based on Biological ODEs
    ICLR 2025 ·
    Christian Klötergens
    ,
    Vijaya Krishna Yalavarthi
    ,
    Randolf Scholz
    ,
    Maximilian Stubbemann
    , Stefan Born,
    Lars Schmidt-Thieme
  2. Probabilistic Forecasting of Irregularly Sampled Time Series with Missing Values via Conditional Normalizing Flows
    AAAI 2025 ·
    Vijaya Krishna Yalavarthi
    ,
    Randolf Scholz
    , Stefan Born,
    Lars Schmidt-Thieme
  3. GraFITi: Graphs for Forecasting Irregularly Sampled Time Series
    AAAI 2024 ·
    Vijaya Krishna Yalavarthi
    ,
    Kiran Madhusudhanan
    ,
    Randolf Scholz
    ,
    Nourhan Ahmed
    ,
    Johannes Burchert
    ,
    Shayan Jawed
    , Stefan Born,
    Lars Schmidt-Thieme