most citedRobust Fuzzy local k-plane clustering with mixture distance of hinge loss and L1 norm

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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…