Summary of Scalable Signature-based Distribution Regression Via Reference Sets, by Andrew Alden et al.
Scalable Signature-Based Distribution Regression via Reference Setsby Andrew Alden, Carmine Ventre, Blanka HorvathFirst submitted to…
Summary of Interdependency Matters: Graph Alignment For Multivariate Time Series Anomaly Detection, by Yuanyi Wang et al.
Interdependency Matters: Graph Alignment for Multivariate Time Series Anomaly Detectionby Yuanyi Wang, Haifeng Sun, Chengsen…
Summary of A Physics-guided Neural Network For Flooding Area Detection Using Sar Imagery and Local River Gauge Observations, by Monika Gierszewska et al.
A physics-guided neural network for flooding area detection using SAR imagery and local river gauge…
Summary of Finite Sample Complexity Analysis Of Binary Segmentation, by Toby Dylan Hocking
Finite Sample Complexity Analysis of Binary Segmentationby Toby Dylan HockingFirst submitted to arxiv on: 11…
Summary of Generalizable Autoregressive Modeling Of Time Series Through Functional Narratives, by Ran Liu et al.
Generalizable autoregressive modeling of time series through functional narrativesby Ran Liu, Wenrui Ma, Ellen Zippi,…
Summary of On the Convergence Of (stochastic) Gradient Descent For Kolmogorov–arnold Networks, by Yihang Gao et al.
On the Convergence of (Stochastic) Gradient Descent for Kolmogorov–Arnold Networksby Yihang Gao, Vincent Y. F.…
Summary of Conditional Lagrangian Wasserstein Flow For Time Series Imputation, by Weizhu Qian et al.
Conditional Lagrangian Wasserstein Flow for Time Series Imputationby Weizhu Qian, Dalin Zhang, Yan ZhaoFirst submitted…
Summary of Tri-level Navigator: Llm-empowered Tri-level Learning For Time Series Ood Generalization, by Chengtao Jian et al.
Tri-Level Navigator: LLM-Empowered Tri-Level Learning for Time Series OOD Generalizationby Chengtao Jian, Kai Yang, Yang…
Summary of Task-oriented Time Series Imputation Evaluation Via Generalized Representers, by Zhixian Wang and Linxiao Yang and Liang Sun and Qingsong Wen and Yi Wang
Task-oriented Time Series Imputation Evaluation via Generalized Representersby Zhixian Wang, Linxiao Yang, Liang Sun, Qingsong…
Summary of Toward Physics-guided Time Series Embedding, by Jiaxi Hu et al.
Toward Physics-guided Time Series Embeddingby Jiaxi Hu, Bowen Zhang, Qingsong Wen, Fugee Tsung, Yuxuan LiangFirst…