Randolf Scholz
3 papers · 2024–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AAAI (2)
ICLR (1)
Top co-authors
Keywords
missing value
(2)
time series forecasting
(2)
bipartite graph
(1)
normalizing flow
(1)
probabilistic forecasting
(1)
irregular time series
(1)
irregular sampling
(1)
graph neural network
(1)
irregularly sampled time series
(1)
sparsity structure graph
(1)
edge weight prediction
(1)
conditional normalizing flow
(1)
multivariate time series
(1)
Papers
Probabilistic Forecasting of Irregularly Sampled Time Series with Missing Values via Conditional Normalizing Flows
AAAI 2025
Physiome-ODE: A Benchmark for Irregularly Sampled Multivariate Time-Series Forecasting Based on Biological ODEs
ICLR 2025
GraFITi: Graphs for Forecasting Irregularly Sampled Time Series
AAAI 2024