PRIMA is a package for solving general nonlinear optimization problems without using derivatives. It provides the reference implementation for Powell's derivative-free optimization methods, i.e., C…

Quadrature-based convolutions for deep learning on unstructured and non-uniform mesh data.

APPM 4490 final project code.

Accelerated Bregman Proximal Gradient Methods

research on fast matrix multiplication algorithm

Example code for Safe Feature Elimination for Non-Negativity Constrained Convex Optimization

Code for our NeurIPS 2018 paper titled "Low-Rank Tucker Decomposition of Large Tensors Using TensorSketch"

MATLAB extension for optimized Walsh-Hadamard transform

Python version of zeroSR1

L-BFGS-B, converted from Fortran to C, with Matlab wrapper

Proximal algorithms made easy in Python

SeDuMi: A linear/quadratic/semidefinite solver for Matlab and Octave

A MATLAB toolbox for building first-order solvers for convex models.