EF
Edouard Fouché
cs.LGcs.AIstat.MLcs.IR
On Valency
published · living versionsW_3tcc6kth·v2 · currentpublished
Parameter-Efficient Adaptation of Time Series Foundation Models for Electrical Load Forecasting
with Aliullah, Julian Oelhaf, Jessica Deuschel, Christian Bergler +2
2 versions
Preprints & journals
8 papers in the corpus · 2021–2026Parameter-Efficient Adaptation of Time Series Foundation Models for Electrical Load Forecasting2610.28200v2 · Aliullah, Julian Oelhaf, Edouard Fouch'e et al.2026 · 0 citationsarXivon Valency
Semantics-Enhanced Retrieval-Augmented Time Series Forecasting2606.14941v1 · Shiqiao Zhou, Zipeng Wu, Holger Schoner et al.2026 · 0 citationsarXiv
Stationarity-Aware Retrieval-Augmented Time Series Forecasting2606.04135v1 · Shiqiao Zhou, Holger Schoner, Zipeng Wu et al.2026 · 0 citationsarXiv
BALM-TSF: Balanced Multimodal Alignment for LLM-Based Time Series Forecasting2509.00622v1 · Shiqiao Zhou, Holger Schoner, Huanbo Lyu et al.2025 · 3 citationsarXiv
Adaptive Bernstein Change Detector for High-Dimensional Data Streams2306.12974v2 · Marco Heyden, Edouard Fouch'e, Vadim Arzamasov et al.2023 · 7 citationsarXiv
Budgeted Multi-Armed Bandits with Asymmetric Confidence Intervals2306.07071v2 · Marco Heyden, Vadim Arzamasov, Edouard Fouch'e et al.2023 · 1 citationarXiv
Maximum Mean Discrepancy on Exponential Windows for Online Change Detection2205.12706v4 · Florian Kalinke, Marco Heyden, Georg Gntuni et al.2022 · 0 citationsTransactions on Machine Learning Research, 2025
Finite-time Analysis of Globally Nonstationary Multi-Armed Bandits2107.11419v2 · Junpei Komiyama, Edouard Fouch'e, Junya Honda2021 · 3 citationsarXiv
Career total: 28 works. 8 are in this corpus.
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