Machine learning reveals hidden landscape of robust information storage

In a new study published in Physical Review Letters, researchers used machine learning to discover multiple new classes of two-dimensional memories, systems that can reliably store information despite ...
EurekAlert!

Robust long-tailed learning under label noise

Real-world data typically exhibits long-tailed class distribution and contains label noise. Previous long-tail learning ...
Medicine Buffalo

Emerging Directions in Robust Learning and Inference

Future applications of national importance, such as healthcare, critical infrastructure, transportation systems, and smart cities, are expected to increasingly rely on machine-learning methods, ...
EurekAlert!

An approach for learning robustly from time series data with noisy label

Significant progress has been made in machine learning with large amounts of clean labels and static data. However, in many real-world applications, the data often changes with time and it is ...
TechCrunch

Robust Intelligence raises $30M Series B to stress test AI models

Robust Intelligence, an AI startup that helps businesses stress test their AI models and prevent them from failing, today announced that it has raised a $30 million Series B funding round led by Tiger ...