Kellogg School of Management

Beyond the code: Bridging the technical and non-technical divide

Ana Sulakvelidze ’24 MBAi leverages lessons learned in Northwestern’s MBAi program to solve business puzzles with AI at ...
Visual Studio Magazine

Linear Regression with Pseudo-Inverse Training Using JavaScript

Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression with pseudo-inverse training implemented using JavaScript. Compared to other training techniques, such as ...
GitHub

MPAX: Mathematical Programming in JAX

MPAX is a hardware-accelerated, differentiable, batchable, and distributable solver for mathematical programming in JAX, designed to integrate with modern computational and deep learning workflows: ...
IEEE

Quadratic Transform for Fractional Programming in Signal Processing and Machine Learning: A unified approach for solving optimization problems involving ratios

Abstract: Fractional programming (FP) is a branch of mathematical optimization that deals with the optimization of ratios. It is an invaluable tool for signal processing and machine learning, because ...
IEEE

Evaluation Based on Distance From Average Solution for Circular Pythagorean Fuzzy Schweizer-Sklar Power Aggregation Operators and Their Application in Transportation Problems ...

Abstract: Ranking circular Pythagorean fuzzy sets using distance-based techniques involves calculating the distance between a circular Pythagorean fuzzy set and a reference point that represents ...