Statistical-Computational Trade-offs for Recursive Adaptive Partitioning Estimatorsby Yan Shuo Tan, Jason M. Klusowski, Krishnakumar BalasubramanianFirst…
Labels in Extremes: How Well Calibrated are Extreme Multi-label Classifiers?by Nasib Ullah, Erik Schultheis, Jinbin…
Can Custom Models Learn In-Context? An Exploration of Hybrid Architecture Performance on In-Context Learning Tasksby…
Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description lengthby Zihan Yu,…
Open-Source High-Speed Flight Surrogate Modeling Frameworkby Tyler E. Korenyi-Both, Nathan J. Falkiewicz, Matthew C. JonesFirst…
A Subsampling Based Neural Network for Spatial Databy Debjoy ThakurFirst submitted to arxiv on: 6…
SEGMN: A Structure-Enhanced Graph Matching Network for Graph Similarity Learningby Wenjun Wang, Jiacheng Lu, Kejia…
SPINEX_ Symbolic Regression: Similarity-based Symbolic Regression with Explainable Neighbors Explorationby MZ Naser, Ahmed Z NaserFirst…
Near-Optimal Dynamic Regret for Adversarial Linear Mixture MDPsby Long-Fei Li, Peng Zhao, Zhi-Hua ZhouFirst submitted…
Gradient Descent Finds Over-Parameterized Neural Networks with Sharp Generalization for Nonparametric Regressionby Yingzhen Yang, Ping…