conftrace_

sparse additive model

13 papers

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Also known as

SPAM SAM

Co-occurring keywords

additive model (48) nonparametric regression (111) proximal gradient descent (36) multiple kernel learning (80) high-dimensional regression (142) function approximation (319) sparse model (83) optimization algorithm (148) convergence rate (607) high-dimensional datum (158)

Papers

Sparse Additive Model Pruning for Order-Based Causal Structure Learning AAAI 2026
Tilted Sparse Additive Models ICML 2023
Sparse Shrunk Additive Models ICML 2020
Wavelet regression and additive models for irregularly spaced data NIPS 2018
Low-rank Interaction with Sparse Additive Effects Model for Large Data Frames NIPS 2018
Efficient Sampling for Learning Sparse Additive Models in High Dimensions NIPS 2014
Sparse Additive Text Models with Low Rank Background NIPS 2013
Sparse Additive Machine AISTATS 2012
PAC-Bayesian Bound for Gaussian Process Regression and Multiple Kernel Additive Model COLT 2012
Minimax-Optimal Rates For Sparse Additive Models Over Kernel Classes Via Convex Programming JMLR 2012
Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images NIPS 2008
Nonparametric regression and classification with joint sparsity constraints NIPS 2008
SpAM: Sparse Additive Models NIPS 2007