sparse modeling

Efficient Gaussian Splatting for Monocular Dynamic Scene Rendering via Sparse Time-Variant Attribute Modeling AAAI 2025 Causal-StoNet: Causal Inference for High-Dimensional Complex Data ICLR 2024 Interpretable Generalized Additive Models for Datasets with Missing Values NeurIPS 2024 Modelling Cellular Perturbations with the Sparse Additive Mechanism Shift Variational Autoencoder NeurIPS 2023 The Well-Tempered Lasso ICML 2018 A Sparse Spherical Harmonic-Based Model in Subbands for Head-Related Transfer Functions Interspeech 2016 Simultaneous Safe Screening of Features and Samples in Doubly Sparse Modeling ICML 2016 The Constrained Dantzig Selector with Enhanced Consistency JMLR 2016 A General Framework for Fast Stagewise Algorithms JMLR 2015 Link Prediction in Graphs with Autoregressive Features JMLR 2014 Bayesian Generalized Kernel Mixed Models JMLR 2011 Sparse Linear Identifiable Multivariate Modeling JMLR 2011 Bayesian Generalized Kernel Models AISTATS 2010 Bayesian Sparse Factor Models and DAGs Inference and Comparison NeurIPS 2009 Sparse and Locally Constant Gaussian Graphical Models NeurIPS 2009