Quantum information theory is a field of study that examines how quantum technologies store and process information. Over the ...

A practical guide to the four strategies of agentic adaptation, from "plug-and-play" components to full model retraining.

Deep neural networks’ seemingly anomalous generalization behaviors, benign overfitting, double descent, and successful overparametrization are neither unique to neural networks nor inherently ...

Ashish Pawar is an experienced software engineer skilled in creating scalable software and AI-enhanced solutions across data-driven and cloud applications, with a proven track record at companies like ...

This paper revisits the robust overfitting phenomenon of adversarial training. Observing that models with better robust generalization performance are less certain in predicting adversarially ...

Add a description, image, and links to the counter-example-generalization topic page so that developers can more easily learn about it.

Picture this: You attend a concert to see a band perform for the first time and notice that the audience is mostly female. Based on this observation, you draw the conclusion that only women listen to ...