OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM
Sparse Convex Optimization Toolkit (SCOT)
Second-order iterated smoothing algorithms for state estimation
Code for our ICML '24 paper, "Submodular framework for structured-sparse optimal transport".
Solver for minimization problems over the l1-ball
Python package to discover Differential Algebraic Equations (DAEs) from noisy data using sparse optimization framework.
HIWT-GSC: Homotopy Iterative Weighted Thresholding algorithm for solving Group Sparsity Constrained optimization problems
[JMLR] Simplex Constrained Sparse Optimization via Tail Screening
Implementation of Schaeffer et al.'s "Extracting structured dynamical systems using sparse optimization with very few samples".
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