Randolf Scholz

发表论文 15 篇 · 总被引 128 次 · h-index 6

代表论文

• Learning Surrogate Losses (2019 · arXiv.org · 被引 43)
• When Bioprocess Engineering Meets Machine Learning: A Survey from the Perspective of Automated Bioprocess Development (2022 · Biochemical engineering journal · 被引 39)
• Physiome-ODE: A Benchmark for Irregularly Sampled Multivariate Time Series Forecasting Based on Biological ODEs (2025 · International Conference on Learning Representations · 被引 10)
• Chameleon: Learning Model Initializations Across Tasks With Different Schemas (2019 · arXiv.org · 被引 9)
• Probabilistic Forecasting of Irregularly Sampled Time Series with Missing Values via Conditional Normalizing Flows (2025 · AAAI Conference on Artificial Intelligence · 被引 8)
• A workflow management system for reproducible and interoperable high-throughput self-driving experiments (2024 · Computers and Chemical Engineering · 被引 8)