Analytics Insight

Machine Learning’s Hidden Secrets: Can We Trust the Algorithms?

Overview Machine learning offers efficiency at scale, but trust depends on understanding how decisions are madeAs machine ...
news.ucsb.edu

Proving the value of an old algorithm in training deep-learning models for AI

For about a decade, computer engineer Kerem Çamsari employed a novel approach known as probabilistic computing. Based on probabilistic bits (p-bits), it’s used to solve an array of complex ...
Nature

Instance Selection and Classification Algorithms in Machine Learning

Instance selection plays a pivotal role in enhancing machine learning by identifying and retaining those data instances that are most informative for the learning process, while discarding redundant ...
Science Daily

New algorithm boosts multitasking in quantum machine learning

When a quantum computer processes data, it must translate it into understandable quantum data. Algorithms that carry out this 'quantum compilation' typically optimize one target at a time. However, a ...
Purdue University

Engineers develop faster, more accurate AI algorithm for improving nuclear reactor performance

WEST LAFAYETTE, Ind. — To expand the availability of electricity generated from nuclear power, several countries have started developing designs for small modular reactors (SMRs), which could take ...
pv magazine USA

Machine learning models identify hidden physical defects in solar arrays

The software tool developed by Stony Brook University uses self-supervised learning to detect long-term solar equipment damage weeks or years before manual inspections find it.