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Automated method helps researchers quantify uncertainty in their predictions
... top tennis players. “When you actually dig into what people are doing in the social sciences, physics, chemistry, or biology, they ... a technique called deterministic ADVI (DADVI) that doesn’t have these downsides. With DADVI, it is very clear when the optimization ...
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Learning on the edge
... that process data to complete a task, such as recognizing people in photos. The model must be trained first, which involves showing it ... the activations corresponding to the frozen weights don’t need to be stored in memory. “Updating the whole model is very ...
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Photorealistic simulator made MIT robot racing competition a live online experience
More than 100 people participated in a four-hour online robot race, which served as the final ... GPS navigation system. Ultimately, they decided that wasn’t the right route. The racing competition needed to be noisy. Realistic. ... ran for nearly four hours, bringing together more than 100 people in one Zoom call with commentators and Mario Kart music playing. “We ...
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Q&A: Global challenges surrounding the deployment of AI
... deploying trustworthy AI is that AI technology isn’t some natural, preordained phenomenon. It is something built by people. People who are making certain design decisions. We thus need to ...
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Making computation come alive
... examples designed to be relatable to students who aren’t necessarily computer science majors. Most students in the course this fall ... “Simulations like our Martian lander simulation are what people actually use computers for. Did NASA solve our little differential ...
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Using Data from Social Networks to Understand and Improve Systems
... with each other. Although the badges and phones don’t measure the content of conversations, they do measure the communications in ... of patterns — such as who is talking to whom and how much people are speaking. After the researchers analyze the data, they can intervene ...
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The real promise of synthetic data
... drives. But just because data are proliferating doesn't mean everyone can actually use them. Companies and institutions, rightfully ... Covid-19 pandemic has shut down labs and offices, preventing people from visiting centralized data stores, sharing information safely is ...
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Gearing up for the internet of things
... which causes latency or loss of connectivity. Just like people have trouble getting a call through at a large event where there are too ... or lag. As anyone who has used the internet knows, data don't always transmit at the speed you want them to. And although a half-loaded ...
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Improving global health equity by helping clinics do more with less
... without critical immunizations, or to surpluses that can’t be used. The startup macro-eyes is seeking to solve that problem with a ... Sra says. “The true judgment of success is how many people did we help? How could we improve access to care for people, wherever ...
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A unique collaboration with US Special Operations Command
... and economics. “We assembled a lineup of people who we believe are some of the top leaders in the field,” says faculty ... inherent in the implementation of AI. “People don't know, actually, [that] some existing technology is quite fragile. It can make ...