subgradient
There are 13 repositories under subgradient topic.
EstherBear/implementation-of-network-slimming
A reproduction of Learning Efficient Convolutional Networks through Network Slimming
bhushan23/Convex-Optimization
Implementation of Convex Optimization algorithms
frangio68/SubGrad-4-FC-MMCF
Subgradient methods for Multicommodity Network Design
EliaFantini/FO-PROX-first-order-and-proximal-methods-convergence-comparison
Implementation and brief comparison of different First Order and different Proximal gradient methods, comparison of their convergence rates
james34602/quadprog
Solving quadratic programming problem using subgradient optimizer
SGDinference-Lab/SGDinference
R package for SGD inference
shaoyuanxun/MCPy
MCPy is a python library for McCormick relaxations with sub-gradients. This is quite useful for prototyping and testing new convex relaxation and global optimization algorithms.
kevinroy007/NLVAR_subgradient_descent
Non-linear topology identification using Deep Learning. Sparsity (lasso) is enforced in the sensor connections. The non-convex and non-differentiable function is solved using sub-gradient descent algorithm.
marrintp/minimaxNMF
Minimax NMF
matt-merman/AMOD
Dual-Based Procedure and Subgradient method implementations
raghunanj/Convex_Optimization
Convex Optimization Algorithms
dhingratul/Large-Scale-Sparse-Models
In this work, we consider learning sparse models in large scale setting, where the number of samples and the feature dimension can grow as large as millions or billions. Two immediate issues occur under such challenging scenarios: (i) com- putational cost; (ii) memory overhead.