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IDSS Distinguished Seminar: Essential Concepts of Causal Inference: A Remarkable History
... 32-141 Abstract I believe that a deep understanding of cause and effect, and how to estimate ... experimental settings to more complex ones dealing with people, started in the 1970s and continue to this day, and include the bridging ...
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Causality in digital medicine (A Q&A with Caroline Uhler and colleagues)
... the concept of causality per se is deeply philosophical. I would define causality in very practical terms, also given my own work and ... green spaces on health on physical and mental wellbeing of people. You can run a correlational study without taking confounders into ...
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Exploring new methods for increasing safety and reliability of autonomous vehicles
... shortcomings, without experiencing a dip in safety. “I started thinking more about the bottlenecks. It’s very clear that the main ... “If you can fully automate highway driving … you give people back about a third of their driving time.” If it became feasible ...
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Unpacking the “black box” to build better AI models
... microscope at a local university of applied sciences. I also got the opportunity to use a high-speed camera at Mercedes Benz — this ... 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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Signal Processing for Social Good
... community. Let me tell you how. In December 2016, I visited Barauli, a small village in District Aligarh, India where I had tea ... opportunity that comes with it) is now within reach of people at the bottom of the pyramid—like the customer I visited, a driver and ...
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Driverless platoons
... Professor of Aeronautics and Astronautics at MIT. “People who study these systems only look at efficiency metrics like delay and ... a policy that Karaman first experienced in Turkey. “I grew up in Turkey, where there are two types of public transportation buses: ...
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Machine learning experts from around the world compete to improve cancer immunotherapy
... Article Author Elizabeth Gribkoff I Eric and Wendy Schmidt Center at the Broad Institute of MIT and Harvard ... General Hospital (MGH) to run the challenge. Over 900 people registered for the first part of the competition — making it ...
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Avoiding shortcut solutions in artificial intelligence
... iStockphoto Article Author Adam Zewe I MIT News Date Published November 2, 2021 ... but very practical questions that are really important to people who are trying to deploy these networks,” says Joshua Robinson, a PhD ...
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The Climate Pocket: Exploring Local Climate Impacts with Physics-informed Machine Learning
... or exploring many policy scenarios. In this talk, I will introduce The Climate Pocket: a climate education simulation that ... faster, ML must verify physical constraints to be trusted. I will answer the question of trust by focusing on our novel model, called ... He also windsurfs poorly, jams, jokes, and loves meeting new people. ...
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Crowdsourcing big-data analysis
... that FeatureHub might someday attain a similar scale. “I do hope that we can facilitate having thousands of people working on a single solution for predicting where traffic accidents are ...