1 citations
2 papers
cs.LG2026★ 1 cited
Robust Fuzzy local k-plane clustering with mixture distance of hinge loss and L1 norm
Junjun Huang, Xiliang Lu, Xuelin Xie +1
K-plane clustering (KPC), hyperplane clustering, and mixture regression all essentially fall within the same class of problems. This problem can be conceptualized as clustering in…
cs.LG2026
Closing the Loop: A Control-Theoretic Framework for Provably Stable Time Series Forecasting with LLMs
Xingyu Zhang, Jingyao Wang, Zeen Song +2
Large Language Models (LLMs) have recently shown exceptional potential in time series forecasting (TSF), leveraging their inherent sequential reasoning capabilities to model comple…