Machine Learning Research
A Deeper Look at Graphs: Graph Neural Networks Work Better With More Layers
New research shows that drastically increasing the number of layers in a graph neural networks improves its performance on large datasets.
Dec 01, 2021
Tech & Society
Everyone Has a Voice: Project Relate Offers Synthesized Speech that Works in Real Time
An Android app offers speech recognition model for speech impaired by cerebral palsy, Down syndrome, Parkinson’s disease, stroke, or traumatic brain injury.
Business
AI Goes Underground: Computer Vision From SewerAI Classifies Defective Pipes
A system from California startup SewerAI analyzes videos of underground pipes to prioritize those in need of repair.
Science
Which Drug Helps Your Depression?: AI System Matches Patients With the Right Depression Drug
Deep learning can predict how patients will respond to two antidepressant medicines.
Letters
Toward Systematic Data Engineering
I’ve seen many new technologies go through a predictable process on their journey from idea to large scale adoption. First, a handful of experts apply their ideas intuitively.
The Batch Newsletter
The Batch: AI Matches Patients to Drugs, Robots Crawl Sewers, New Voices for Atypical Speech, Graph Neural Networks Go Deep
I’ve seen many new technologies go through a predictable process on their journey from idea to large scale adoption. First, a handful of experts apply their ideas intuitively.