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
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.
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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.
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Making Quantum Circuits More Robust
A team led by researchers at the Massachusetts Institute of Technology has developed a framework to make quantum circuits more resilient to noise.
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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.
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A Security Technique to Fool Would-Be Cyberattackers
A new technique to prevent memory timing side-channel attacks by malware exploits memory hardware common to multiple programs running on the same computer.
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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...
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AI System Rapidly Predicts How Two Proteins Will Attach
An artificial intelligence model can forecast the binding configuration of two proteins.
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A New Language for Quantum Computing
Twist is an MIT-developed programming language that can describe and verify which pieces of data are entangled to prevent bugs in a quantum program.
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.
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ML Flags Remedies That Might Do More Harm Than Good
Scientists designed a machine learning model to identify medical treatments that could pose greater potential danger than alternatives.
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Tiny ML Design Alleviates Bottleneck in Memory Usage on IoT Devices
Researchers come up with a machine learning method to reduce the amount of memory required for Internet of Things devices.
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Machines That See the World More Like Humans Do
The 3D Scene Perception via Probabilistic Programming system helps machines perceive the world in a more human-like manner.
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Generating a Realistic 3D World
Researchers developed the ThreeDWorld platform to simulate high-fidelity audio and visual environments.
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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.
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Timber or Steel? Study Helps Builders Reduce Carbon Footprint of Truss Structures
Architects and engineers could design truss structures minimizing embodied carbon by using a new set of computational tools.
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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.
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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...
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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...
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Artificial Networks Learn to Smell Like the Brain
A machine learning model can train itself to smell by building an artificial neural network that mimics the brain's odor-processing olfactory circuits.
From ACM TechNews