Wed, 03/08/2023 - 12:01
Imagine using an online banking app to deposit money into your account. Like all information sent over the internet, those communications could be corrupted by noise that inserts errors into the data.
To overcome this problem, senders encode data… Efficient Technique Improves Machine-Learning Models’ ReliabilityA model that determines confidence in a prediction while using fewer data and computing resources
Mon, 03/06/2023 - 12:00
(MIT: Cambridge, MA) -- Powerful machine-learning models are being used to help people tackle tough problems, such as identifying disease in medical images or detecting road obstacles for autonomous vehicles. But machine-learning models can make…Thu, 02/02/2023 - 12:02
When deep-learning models are deployed in the real world—perhaps to detect financial fraud from credit card activity or identify cancer in medical images—they are often able to outperform humans.
But what exactly are these deep-learning models…Mon, 01/09/2023 - 12:02
Engineers at MIT have developed ultralight fabric solar cells that can quickly and easily turn any surface into a power source.
These durable, flexible solar cells—thinner than a human hair—are glued to a strong, lightweight fabric, making them…Wed, 11/16/2022 - 12:01
Ask a smart home device for the weather forecast, and it takes several seconds to respond. One reason for this latency is that connected devices don’t have enough memory or power to store and run the enormous machine-learning models needed for the…Thu, 08/25/2022 - 12:02
Scientists and engineers are constantly developing new materials with unique properties that can be used for 3D printing. But figuring out how to print with these materials can be a complex, costly conundrum.
Often, an expert operator must use…Tue, 08/09/2022 - 12:00
(MIT: Cambridge, Massachusetts)--For workers who use machine-learning models to help them make decisions, knowing when to trust a model’s predictions is not always an easy task, especially since these models are often so complex that their inner…Thu, 08/04/2022 - 12:02
Physicians often query a patient’s electronic health record for information that helps them make treatment decisions, but the cumbersome nature of these records hampers the process. Research has shown that even when a doctor has been trained to use…Tue, 07/05/2022 - 12:02
Malicious agents can use machine learning to launch powerful attacks that steal information in ways that are tough to prevent and often even more difficult to study.
Attackers can capture data that “leak” between software programs running on the…Thu, 03/17/2022 - 12:02
Multiple programs running on the same computer may not be able to directly access each other’s hidden information. But because they share the same memory hardware, their secrets could be stolen by a malicious program through a “memory timing side-…