Communications of the ACM
Why the Simplex Method, at Age 75, is Still the Go-To Algorithm
Daniel A. Spielman and colleague Shang-hua Teng solved the mystery of the Simplex Method using a technique called smoothed analysis… 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.
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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
Does This AI Think Like a Human?
Scientists have developed the Shared Interest method for rapidly analyzing a machine learning model's behavior by evaluating its individual explanations.
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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.
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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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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.
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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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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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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