A 'simple recipe' takes some of the guesswork out of mass spectrometry imaging

A small sample of human tissue can hold a remarkable amount of information. Researchers can use it to search for molecular ...

[G-Certification Day 8] What is Supervised Learning in AI? Linear Regression, SVM, and Decision Trees

Hello everyone, stay safe!! This is Takachan the engineer.AI that identifies spam, AI that predicts sales, AI that ...
BIOENGINEER

Simple Random Forest Beats Deep Learning at Predicting Landing Gear Noise Hotspots

A new study shows that a conventional Random Forest, adjusted with an upper-quantile correction, outperformed boosting and ...

Part 17: Restricted Boltzmann Machines — Writing probabilities with energy, learning by sampling

From mechanisms with math and Python", Part 17← Previous Part 16: Vanishing Gradients — Why deep networks couldn't ...
BIOENGINEER

RandomFuzzyRules: Random Search Delivers Fast, Interpretable Two-Rule Fuzzy Classifiers

A new open-source tool called RandomFuzzyRules replaces evolutionary search with random sampling to find compact, ...
quantumzeitgeist

Duke University Cuts SWAP Tests for Schur Sampling to O(n³)

Unitary Schur sampling now bypasses complex calculations previously needed to unlock permutation-invariant data from quantum systems. This is achieved through random SWAP tests, simple pairwise checks ...