sparse-regression 43 machine-learning 10 r 5 system-identification 5 feature-selection 4 logistic-regression 4 optimization 4 sindy 4 compressed-sensing 3 linear-regression 3 sparse-modeling 3 explainable-ai 3 robust-regression 3 proximal-algorithms 3 lasso-regression 3 lasso 3 python3 3 model-discovery 3 dynamical-systems 3 deep-learning 2 variational-inference 2 convex-optimization 2 regularization 2 regressions 2 regression-models 2 multinomial-regression 2 symbolic-regression 2 proximal-operators 2 numerical-methods 2 physics-informed-learning 2 slise-algorithm 2 slise 2 research-paper 2 research 2 python 2 model-agnostic 2 local-explanations 2 interpretable-machine-learning 2 explainable-ml 2 explain-classifiers 2 black-box-explanations 2 machine-learning-algorithms 2 generalized-linear-models 2 nonlinear-dynamics 2 matlab 2 bayesian-inference 2 regression 2 julia 2 mlj 2 julia-language 2 slope 1 multivariate-timeseries 1 multi-task-learning 1 segmentation 1 simulation-data 1 ordinary-differential-equations 1 total-variation-regularization 1 data-driven-model 1 modified-differential-equation 1 preconditioning 1 truncation-error 1 admm 1 gene-expression 1 algorithms 1 big-data 1 coordinate-descent 1 elasticnet 1 variable-selection 1 compression-sensing 1 data-driven 1 nonlinear-dynamical-system 1 twas 1 automatic-relevance-determination 1 bayesian-linear-regression 1 bayesian-regression 1 additive-models 1 data-science 1 gradient-boosted-trees 1 r-package 1 fixed-point-iteration 1 fused-lasso 1 spectral-difference 1 hybrid-algorithms 1 solver 1 sparse-linear-solver 1 support-vector-machines 1 elastic-nets 1 candidate-functions 1 knowledge-discovery 1 numerical-differentiation 1 coefficients 1 stochastic-gradient-descent 1 spike-and-slab-prior 1 regression-algorithms 1 dynamical 1 equations 1 fft 1 gumbel-softmax 1 spectral-methods 1 model 1