Normalized AOPC: Fixing Misleading Faithfulness Metrics for Feature Attribution Explainabilityby Joakim Edin, Andreas Geert Motzfeldt,…
Snuffy: Efficient Whole Slide Image Classifierby Hossein Jafarinia, Alireza Alipanah, Danial Hamdi, Saeed Razavi, Nahal…
Absence of Closed-Form Descriptions for Gradient Flow in Two-Layer Narrow Networksby Yeachan ParkFirst submitted to…
Universality of Real Minimal Complexity Reservoirby Robert Simon Fong, Boyu Li, Peter TiňoFirst submitted to…
KAN versus MLP on Irregular or Noisy Functionsby Chen Zeng, Jiahui Wang, Haoran Shen, Qiao…
Physics-Informed Neural Network for Predicting Out-of-Training-Range TCAD Solution with Minimized Domain Expertiseby Albert Lu, Yu…
Deep Learning: a Heuristic Three-stage Mechanism for Grid Searches to Optimize the Future Risk Prediction…
Operator Feature Neural Network for Symbolic Regressionby Yusong Deng, Min Wu, Lina Yu, Jingyi Liu,…
Learning Multi-Index Models with Neural Networks via Mean-Field Langevin Dynamicsby Alireza Mousavi-Hosseini, Denny Wu, Murat…
Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discoveryby Yue Yu, Ning Liu, Fei…