sparse-optimization

There are 0 repository under sparse-optimization topic.

tianyic / only_train_once_personal_footprint
OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM
pytorch deep-learning model-compression sparse-optimization pruning automl one-shot training erasing-operators
Language:Python 309
Alirezalm / SCOT
Sparse Convex Optimization Toolkit (SCOT)
distributed-learning distributed-optimization sparse-optimization minlp
Language:C++ 14
hanyas / second-order-smoothers
Second-order iterated smoothing algorithms for state estimation
batch-optimization gauss-newton kalman-filter kalman-smoother newtons-method rts-smoother sparse-optimization recursive-algorithms trust-region-optimization state-estimation state-space-models
Language:Python 6
acristofari / as-l1
Solver for minimization problems over the l1-ball
optimization lasso constrained-optimization optimization-methods logistic-regression optimization-algorithms first-order-methods l1-norm sparse-optimization l1-ball active-set-methods
Language:MATLAB 1
jianglanfan / HIWT-GSC
HIWT-GSC: Homotopy Iterative Weighted Thresholding algorithm for solving Group Sparsity Constrained optimization problems
group-lasso sparse-optimization structural-sparsity iterative-weighted-thresholding group-sparsity optimization optimization-algorithms sparsity
Language:MATLAB 1
mjayadharan / DAE-FINDER_dev
Python package to discover Differential Algebraic Equations (DAEs) from noisy data using sparse optimization framework.
dae differential-algebraic-equations dynamical-systems equation-learning ml sparse-optimization
Language:Jupyter Notebook 1
EthanJamesLew / structured-dynamics-sparse-samples
Implementation of Schaeffer et al.'s "Extracting structured dynamical systems using sparse optimization with very few samples".
dynamical-systems sparse-optimization system-identification
Language:Jupyter Notebook