New technique enables on-device training using less than a quarter of a megabyte of memory

4 years ago

Microcontrollers, miniature computers that can run simple commands, are the basis for billions of connected devices, from internet-of-things (IoT) devices…

New algorithms help four-legged robots run in the wild

4 years ago

A team led by the University of California San Diego has developed a new system of algorithms that enables four-legged…

Privacy of Noisy Stochastic Gradient Descent: More Iterations without More Privacy Loss

4 years ago

A central issue in machine learning is how to train models on sensitive user data. Industry has widely adopted a…

FLAIR: Federated Learning Annotated Image Repository

4 years ago

Cross-device federated learning is an emerging machine learning (ML) paradigm where a large population of devices collectively train an ML…

Two-Layer Bandit Optimization for Recommendations

4 years ago

Online commercial app marketplaces serve millions of apps to billions of users in an efficient manner. Bandit optimization algorithms are…

Ontology: Finding meaning in data (Palantir RFx Blog Series, #1)

4 years ago

A functional data ecosystem must incorporate notions of Ontology in order to be scalable and sustainable.Editor’s note: This is the…

Evaluating Software (Palantir RFx Blog Series, #0)

4 years ago

This series tackles the rarely simple and often messy solicitation process. We explore how organizations can better evaluate digital transformation…

Trustworthy AI helps provide equitable preventative care for diabetics

4 years ago

There are over 30 million people in America who have diabetes, and people with diabetes need to remain vigilant about…

Create high-quality data for ML models with Amazon SageMaker Ground Truth

4 years ago

Machine learning (ML) has improved business across industries in recent years—from the recommendation system on your Prime Video account, to…