Robert Leppich

Identifiers

• name variant Robert Leppich 0.60 · backfill

Papers (6)

1. Decomposing the Time Series Forecasting Pipeline: A Modular Approach for Time Series Representation, Information Extraction, and Projection cs.AI · 2025 · author #1
2. STEB: In Search of the Best Evaluation Approach for Synthetic Time Series cs.LG · 2025 · author #2
3. TSRM: A Lightweight Temporal Feature Encoding Architecture for Time Series Forecasting and Imputation cs.LG · 2025 · author #1
4. Time Series Representation Models cs.LG · 2024 · author #1
5. Comprehensive Exploration of Synthetic Data Generation: A Survey cs.LG · 2024 · author #4
6. Telescope: An Automated Hybrid Forecasting Approach on a Level-Playing Field cs.LG · 2023 · author #4

Mentions

• 2507.05891 #1 · arxiv_oai · confidence 0.70 Robert Leppich
• 2505.21160 #2 · arxiv_oai · confidence 0.70 Robert Leppich
• 2504.18878 #1 · arxiv_oai · confidence 0.70 Robert Leppich
• 2405.18165 #1 · arxiv_oai · confidence 0.70 Robert Leppich
• 2401.02524 #4 · arxiv_oai · confidence 0.70 Robert Leppich
• 2309.15871 #4 · arxiv_oai · confidence 0.70 Robert Leppich

Frequent Coauthors

• Samuel Kounev 6 shared papers
• Michael Stenger 5 shared papers
• Andr\'e Bauer 4 shared papers
• Ian Foster 2 shared papers
• Mark Leznik 2 shared papers
• Vanessa Borst 2 shared papers
• Daniel Grillmeyer 1 shared papers
• Kyle Chard 1 shared papers
• Nikolas Herbst 1 shared papers
• Simon Trapp 1 shared papers
• Veronika Lesch 1 shared papers