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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 ... of the team involved in the creation of that earlier work, I'm happy to see our algorithm superseded by something more stable.” This ...
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Making computation come alive
... “Simulations like our Martian lander simulation are what people actually use computers for. Did NASA solve our little differential equation? No, I’m sure they have many more bells and whistles in their model. But conceptually, ...
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Using Data from Social Networks to Understand and Improve Systems
... of patterns — such as who is talking to whom and how much people are speaking. After the researchers analyze the data, they can intervene ... on an outcome or a series of outcomes,” says Duflo. “I’m never trying to look at ‘What is the entire model of someone’s ...
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Q&A: A fresh look at data science
... University and The New York Times, and Jeannette M. Wing at Columbia — Spector recently published “ Data Science in ... or else clearly identify what we are not solving so that people see the limitations of our work. We should be extremely clear so that we ...
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Unpacking the “black box” to build better AI models
... and what they can learn. Image Credit M. Scott Brauer Article Author Adam Zewe ... loved about MIT, from the very beginning, was that the people really care deeply about research and creativity. That is what I ...
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Machine learning experts from around the world compete to improve cancer immunotherapy
... General Hospital (MGH) to run the challenge. Over 900 people registered for the first part of the competition — making it ... to learn how to work on these types of problems because I’m pretty new to the biology field,” said Teh. Several teams used neural ...
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A machine-learning approach to finding treatment options for Covid-19
... shows different patterns of gene expression than in younger people, even in response to the same signal. “Earlier work by the ... the researchers say their framework is extendable. “I’m really excited that this platform can be more generally applied to other ...
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Caroline Uhler awarded J-WAFS seed grant for research on climate impacts on agriculture
... particularly extreme in South Asia, where over 100 million people in Bangladesh, Nepal, India, Cambodia, Pakistan, Vietnam, and Myanmar ... of mechanical engineering, and Benedetto Marelli, the Paul M. Cook Career Development Professor in the Department of Civil and ...
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LIDS joins the MIT Stephen A. Schwarzman College of Computing
... MIT community, a process which began over a year ago. I’m delighted that Dean Huttenlocher and the college leadership team have engaged ... in the disciplines; the disciplines are changing the way people do computing.” Under the leadership of Asu Ozdaglar, the deputy ...
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Making better decisions when outcomes are uncertain
... least represents a big step in the right direction. “People are not going to start using something that is so sample-intensive right ... certainly the right way to think about this problem. I’m expecting this kind of approach to be highly useful in practice.” The ...