conftrace_

basis function

18 papers

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Co-occurring keywords

neural network (6616) markov decision process (790) bellman error (27) time series forecasting (364) value function (295) frequency feature (7) linear dynamical system (86) view synthesis (307) sufficient dimension reduction (16) trend filtering (8)

Papers

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