Mantis: Lightweight Calibrated Foundation Model for User-Friendly Time Series Classification Paper • 2502.15637 • Published 19 days ago • 3
TAG: A Decentralized Framework for Multi-Agent Hierarchical Reinforcement Learning Paper • 2502.15425 • Published 20 days ago • 8
AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting Paper • 2502.10235 • Published 27 days ago • 8
SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention Paper • 2402.10198 • Published Feb 15, 2024 • 1
MANO: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts Paper • 2405.18979 • Published May 29, 2024 • 1
Leveraging Ensemble Diversity for Robust Self-Training in the Presence of Sample Selection Bias Paper • 2310.14814 • Published Oct 23, 2023 • 1