Communications of the ACM
A Healthy Dose of AI
Building artificial intelligence into medical devices can speed diagnoses and potentially improve treatments and outcomes.
From ACM NewsAn edited collection of advanced computing news from Communications of the ACM, ACM TechNews, other ACM resources, and news sites around the Web.
From ACM TechNews
Unpacking Black-Box Models
A mathematical framework aims to quantify and evaluate the understandability of a machine learning model's explanations for its predictions.
From ACM News
Predicting Others' Behavior on the Road With Artificial Intelligence
A new machine learning system may someday help driverless cars predict the next moves of nearby drivers, pedestrians, and cyclists in real-time.
From ACM TechNews
Engineers Use AI to Capture Complexity of Breaking Waves
An international research team lleveraged machine learning to model how waves break, which could help improve the design of offshore structures and climate prediction...
From ACM TechNews
An Easier Way to Teach Robots New Skills
Massachusetts Institute of Technology researchers have developed a machine learning method that enables robots to acquire new skills using a handful of human examples...
From ACM News
Estimating the Informativeness of Data
MIT researchers can now estimate how much information data are likely to contain, in a more accurate and scalable way than previous methods.
From ACM TechNews
Solving the Challenges of Robotic Pizza-Making
Researchers have created an architecture for a robotic manipulation system that could teach robots to handle pizza dough.
From ACM TechNews
Fighting Discrimination in Mortgage Lending
To help combat discrimination in mortgage lending, a new process can remove bias from the data used to train machine learning models.
From ACM TechNews
A Tool for Predicting the Future
A group of researchers has developed a system that allows nonexperts to generate predictions in just a few seconds.
From ACM TechNews
Injecting Fairness into ML Models
Researchers have devleoped a method of incorporating fairness into machine learning models, even if they are trained on unfair data.
From ACM TechNews
Toward a Stronger Defense of Personal Data
Researchers at the Massachusetts Institute of Technology have designed an integrated circuit chip that can thwart power side-channel attacks using less energy than...
From ACM TechNews
AI System Rapidly Predicts How Two Proteins Will Attach
An artificial intelligence model can forecast the binding configuration of two proteins.
From ACM TechNews
ML Speeds Up Vehicle Routing
A new machine learning approach could speed up vehicle routing algorithms, which tend to slow down when applied to large urban datasets.
From ACM TechNews
Taking Some Guesswork Out of Drug Discovery
The deep learning GeoMol model can rapidly predict the three-dimensional shapes of drug-like molecules, which could expedite drug discovery.
From ACM TechNews
Toward Speech Recognition for Uncommon Spoken Languages
The new Prune, Adjust, and Re-Prune (PARP) technique allows an advanced speech-learning model learn uncommon spoken languages more easily.
From ACM TechNews
Making ML More Useful to High-Stakes Decision Makers
An international research team developed a visual analytics tool to address challenges faced by child welfare specialists using machine learning models to screen...
From ACM TechNews
AI Sheds Light on How the Brain Processes Language
Research by neuroscientists suggests the latest predictive language models' underlying mechanism functions similarly to the human brain's language-processing centers...
From ACM TechNews
One Giant Leap for the Mini Cheetah
A new control system enhances the speed and agility of legged robots as they leap across gaps.
From ACM TechNews
These Neural Networks Know What They're Doing
Researchers have shown that a specific neural network can learn the cause-and-effect structure of a navigation task it is taught.
From ACM TechNews
Tool for Predicting Pedestrian Flow Expands Its Reach
Massachusetts Institute of Technology researchers have developed and applied a predictive model of pedestrian traffic to Melbourne, Australia.
From ACM TechNews