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Category: Machine learning

New method accelerates data retrieval in huge databases | MIT News

January 1, 2024
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 |  Machine learning

Hashing is a core operation in most online databases, like a library catalogue or an e-commerce website. A hash function generates […]

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Mining the right transition metals in a vast chemical space | MIT News

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 |  Machine learning

Swift and significant gains against climate change require the creation of novel, environmentally benign, and energy-efficient materials. One of the richest […]

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Peter Baddoo, Department of Mathematics instructor, dies at 29 | MIT News

December 31, 2023
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 |  Machine learning

Peter Baddoo, an instructor in the Department of Mathematics, passed away suddenly on Feb. 15 while playing basketball on campus. Baddoo […]

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Detailed images from space offer clearer picture of drought effects on plants | MIT News

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 |  Machine learning

“MIT is a place where dreams come true,” says César Terrer, an assistant professor in the Department of Civil and Environmental […]

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Learning to grow machine-learning models | MIT News

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 |  Machine learning

It’s no secret that OpenAI’s ChatGPT has some incredible capabilities — for instance, the chatbot can write poetry that resembles Shakespearean […]

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Strengthening trust in machine-learning models | MIT News

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 |  Machine learning

Probabilistic machine learning methods are becoming increasingly powerful tools in data analysis, informing a range of critical decisions across disciplines and […]

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A method for designing neural networks optimally suited for certain tasks | MIT News

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 |  Machine learning

Neural networks, a type of machine-learning model, are being used to help humans complete a wide variety of tasks, from predicting […]

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Speeding up drug discovery with diffusion generative models | MIT News

December 30, 2023
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 |  Machine learning

With the release of platforms like DALL-E 2 and Midjourney, diffusion generative models have achieved mainstream popularity, owing to their ability […]

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A four-legged robotic system for playing soccer on various terrains | MIT News

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 |  Machine learning

If you’ve ever played soccer with a robot, it’s a familiar feeling. Sun glistens down on your face as the smell […]

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Jacob Andreas and Mingda Li honored with Junior Bose Award for Excellence in Teaching | MIT News

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 |  Machine learning

Each year, MIT’s School of Engineering gives the Junior Bose Award to a junior faculty member who has made outstanding contributions […]

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Scientists use computational modeling to design “ultrastable” materials | MIT News

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 |  Machine learning

Materials known as metal-organic frameworks (MOFs) have a rigid, cage-like structure that lends itself to a variety of applications, from gas […]

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Understanding our place in the universe | MIT News

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 |  Machine learning

Brian Nord first fell in love with physics when he was a teenager growing up in Wisconsin. His high school physics […]

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MIT CSAIL researchers discuss frontiers of generative AI | MIT News

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 |  Machine learning

The emergence of generative artificial intelligence has ignited a deep philosophical exploration into the nature of consciousness, creativity, and authorship. As […]

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Drones navigate unseen environments with liquid neural networks | MIT News

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 |  Machine learning

In the vast, expansive skies where birds once ruled supreme, a new crop of aviators is taking flight. These pioneers of […]

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Moving perovskite advancements from the lab to the manufacturing floor | MIT News

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 |  Machine learning

The following was issued as a joint announcement from MIT.nano and the MIT Research Laboratory for Electronics; CubicPV; Verde Technologies; Princeton […]

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AI system can generate novel proteins that meet structural design targets | MIT News

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 |  Machine learning

MIT researchers are using artificial intelligence to design new proteins that go beyond those found in nature. They developed machine-learning algorithms […]

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Martin Wainwright named director of the Institute for Data, Systems, and Society | MIT News

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 |  Machine learning

Martin Wainwright, the Cecil H. Green Professor in MIT’s departments of Electrical Engineering and Computer Science (EECS) and Mathematics, has been […]

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Deep-learning system explores materials’ interiors from the outside | MIT News

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 |  Machine learning

Maybe you can’t tell a book from its cover, but according to researchers at MIT you may now be able to […]

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Researchers develop novel AI-based estimator for manufacturing medicine | MIT News

December 29, 2023
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 |  Machine learning

When medical companies manufacture the pills and tablets that treat any number of illnesses, aches, and pains, they need to isolate […]

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Researchers create a tool for accurately simulating complex systems | MIT News

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 |  Machine learning

Researchers often use simulations when designing new algorithms, since testing ideas in the real world can be both costly and risky. […]

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Training machines to learn more like humans do | MIT News

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 |  Machine learning

Imagine sitting on a park bench, watching someone stroll by. While the scene may constantly change as the person walks, the […]

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Using reflections to see the world from new points of view | MIT News

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 |  Machine learning

As a car travels along a narrow city street, reflections off the glossy paint or side mirrors of parked vehicles can […]

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Inaugural J-WAFS Grand Challenge aims to develop enhanced crop variants and move them from lab to land | MIT News

December 28, 2023
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 |  Machine learning

According to MIT’s charter, established in 1861, part of the Institute’s mission is to advance the “development and practical application of […]

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Success at the intersection of technology and finance | MIT News

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 |  Machine learning

Citadel founder and CEO Ken Griffin had some free advice for an at-capacity crowd of MIT students at the Wong Auditorium […]

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Study: AI models fail to reproduce human judgements about rule violations | MIT News

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 |  Machine learning

In an effort to improve fairness or reduce backlogs, machine-learning models are sometimes designed to mimic human decision making, such as […]

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3 Questions: Jacob Andreas on large language models | MIT News

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 |  Machine learning

Words, data, and algorithms combine, An article about LLMs, so divine. A glimpse into a linguistic world, Where language machines are unfurled. It […]

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Joining the battle against health care bias | MIT News

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 |  Machine learning

Medical researchers are awash in a tsunami of clinical data. But we need major changes in how we gather, share, and […]

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A better way to study ocean currents | MIT News

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 |  Machine learning

To study ocean currents, scientists release GPS-tagged buoys in the ocean and record their velocities to reconstruct the currents that transport […]

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J-WAFS announces 2023 seed grant recipients | MIT News

December 27, 2023
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 |  Machine learning

Today, the Abdul Latif Jameel Water and Food Systems Lab (J-WAFS) announced its ninth round of seed grants to support innovative […]

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Is medicine ready for AI? Doctors, computer scientists, and policymakers are cautiously optimistic | MIT News

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 |  Machine learning

The advent of generative artificial intelligence models like ChatGPT has prompted renewed calls for AI in health care, and its support […]

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Researchers use AI to identify similar materials in images | MIT News

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 |  Machine learning

A robot manipulating objects while, say, working in a kitchen, will benefit from understanding which items are composed of the same […]

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Helping robots handle fluids | MIT News

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 |  Machine learning

犀利士 Imagine you’re enjoying a picnic by a riverbank on a windy day. A gust of wind accidentally catches your paper […]

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Probabilistic AI that knows how well it’s working | MIT News

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 |  Machine learning

Despite their enormous size and power, today’s artificial intelligence systems routinely fail to distinguish between hallucination and reality. Autonomous driving systems […]

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Using AI, scientists find a drug that could combat drug-resistant infections | MIT News

December 26, 2023
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 |  Machine learning

Using an artificial intelligence algorithm, researchers at MIT and McMaster University have identified a new antibiotic that can kill a type […]

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Celebrating the impact of IDSS | MIT News

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 |  Machine learning

The “interdisciplinary approach” is something that has been lauded for decades for its ability to break down silos and create new […]

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A more effective way to train machines for uncertain, real-world situations | MIT News

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 |  Machine learning

Someone learning to play tennis might hire a teacher to help them learn faster. Because this teacher is (hopefully) a great […]

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New tool helps people choose the right method for evaluating AI models | MIT News

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 |  Machine learning

When machine-learning models are deployed in real-world situations, perhaps to flag potential disease in X-rays for a radiologist to review, human […]

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Scaling audio-visual learning without labels | MIT News

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 |  Machine learning

Researchers from MIT, the MIT-IBM Watson AI Lab, IBM Research, and elsewhere have developed a new technique for analyzing unlabeled audio […]

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MIT researchers make language models scalable self-learners | MIT News

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 |  Machine learning

Socrates once said: “It is not the size of a thing, but the quality that truly matters. For it is in […]

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New model offers a way to speed up drug discovery | MIT News

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 |  Machine learning

Huge libraries of drug compounds may hold potential treatments for a variety of diseases, such as cancer or heart disease. Ideally, […]

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Bringing the social and ethical responsibilities of computing to the forefront | MIT News

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 |  Machine learning

There has been a remarkable surge in the use of algorithms and artificial intelligence to address a wide range of problems […]

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A step toward safe and reliable autopilots for flying | MIT News

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 |  Machine learning

In the film “Top Gun: Maverick,” Maverick, played by Tom Cruise, is charged with training young pilots to complete a seemingly […]

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Defining the public interest in new technologies | MIT News

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 |  Machine learning

How are waves of disruptive technologies, such as more advanced versions of artificial intelligence systems, changing the way we work, live, […]

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Preparing Colombia’s cities for life amid changing forests | MIT News

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 |  Machine learning

It was an uncharacteristically sunny morning as Marcela Angel MCP ’18, flanked by a drone pilot from the Boston engineering firm […]

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If art is how we express our humanity, where does AI fit in? | MIT News

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 |  Machine learning

The rapid advance of artificial intelligence has generated a lot of buzz, with some predicting it will lead to an idyllic […]

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MIT PhD student enhances STEM education in underrepresented communities in Puerto Rico | MIT News

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 |  Machine learning

Taylor Baum knows that access is everything. So the fourth-year MIT PhD candidate in the Department of Electrical Engineering and Computer […]

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MIT-Pillar AI Collective announces first seed grant recipients | MIT News

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 |  Machine learning

The MIT-Pillar AI Collective has announced its first six grant recipients. Students, alumni, and postdocs working on a broad range of […]

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Sensing the world around us | MIT News

December 25, 2023
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 |  Machine learning

“Sensing is all around you,” said MIT.nano Associate Director Brian W. Anthony at Ambient Sensing, a half-day symposium presented in May […]

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Gamifying medical data labeling to advance AI | MIT News

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 |  Machine learning

When Erik Duhaime PhD ’19 was working on his thesis in MIT’s Center for Collective Intelligence, he noticed his wife, then […]

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Computer vision system marries image recognition and generation | MIT News

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 |  Machine learning

Computers possess two remarkable capabilities with respect to images: They can both identify them and generate them anew. Historically, these functions […]

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