2025 "time series analysis" Papers
6 papers found
Identifiability for Gaussian Processes with Holomorphic Kernels
Ameer Qaqish, Didong Li
ICLR 2025poster
Learning Interpretable Hierarchical Dynamical Systems Models from Time Series Data
Manuel Brenner, Elias Weber, Georgia Koppe et al.
ICLR 2025posterarXiv:2410.04814
16
citations
MoFo: Empowering Long-term Time Series Forecasting with Periodic Pattern Modeling
Jiaming Ma, Binwu Wang, Qihe Huang et al.
NeurIPS 2025poster
NoBOOM: Chemical Process Datasets for Industrial Anomaly Detection
Dennis Wagner, Fabian Hartung, Justus Arweiler et al.
NeurIPS 2025poster
Synthetic Series-Symbol Data Generation for Time Series Foundation Models
Wenxuan Wang, Kai Wu, yujian li et al.
NeurIPS 2025posterarXiv:2510.08445
Training-free LLM-generated Text Detection by Mining Token Probability Sequences
Yihuai Xu, Yongwei Wang, YIFEI BI et al.
ICLR 2025oralarXiv:2410.06072
10
citations