basis function

FP=XINT: Representing Neural Networks via Low-Bit Series Basis Functions AAAI 2026 DAM: Towards a Foundation Model for Forecasting ICLR 2024 Rethinking Fourier Transform from A Basis Functions Perspective for Long-term Time Series Forecasting NeurIPS 2024 Scaling Up Unbiased Search-based Symbolic Regression IJCAI 2024 Zero-Shot Reinforcement Learning via Function Encoders ICML 2024 BasisFormer: Attention-based Time Series Forecasting with Learnable and Interpretable Basis NeurIPS 2023 Dimension Reduction and MARS JMLR 2023 Q-functionals for Value-Based Continuous Control AAAI 2023 Deep Learning for Functional Data Analysis with Adaptive Basis Layers ICML 2021 NeX: Real-Time View Synthesis With Neural Basis Expansion CVPR 2021 Compatible Reward Inverse Reinforcement Learning NeurIPS 2017 Model-Based Control Using Koopman Operators RSS 2017 Basis refinement strategies for linear value function approximation in MDPs NeurIPS 2015 The Falling Factorial Basis and Its Statistical Applications ICML 2014 Basis Construction from Power Series Expansions of Value Functions NeurIPS 2010 Adaptive Forward-Backward Greedy Algorithm for Sparse Learning with Linear Models NeurIPS 2008 Proto-value Functions: A Laplacian Framework for Learning Representation and Control in Markov Decision Processes JMLR 2007 Building Support Vector Machines with Reduced Classifier Complexity JMLR 2006 Efficient sparse coding algorithms NeurIPS 2006 Implicit Surfaces with Globally Regularised and Compactly Supported Basis Functions NeurIPS 2006 A Maximum Likelihood Approach to Single-channel Source Separation JMLR 2003