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spline function

9 papers

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neural network (4) kolmogorov-arnold network (4) approximation theory (2) catastrophic forgetting (2) continual learning (2) continuous ranking probability score (1) max-affine spline operator (1) continuous ranked probability score (1) representation capability (1) kernel methods (1)

Papers

KAC: Kolmogorov-Arnold Classifier for Continual Learning CVPR 2025 Kolmogorov-Arnold Networks Still Catastrophically Forget but Differently from MLP AAAI 2025 Nonparametric Distributional Regression via Quantile Regression AISTATS 2025 On the expressiveness and spectral bias of KANs ICLR 2025 PowerMLP: An Efficient Version of KAN AAAI 2025 Kernel Logistic Regression Approximation of an Understandable ReLU Neural Network ICML 2023 Learning Quantile Functions for Temporal Point Processes with Recurrent Neural Splines AISTATS 2022 Neural Spline Flows NeurIPS 2019 A Spline Theory of Deep Learning ICML 2018