Machine learning & AI
Because machine-learning models can give false predictions, researchers often equip them with the ability to tell a user how confident they are about a certain decision. This is especially important in high-stake settings, ...
Jul 11, 2024
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22
Security
In a recent study merging the fields of quantum physics and computer science, Dr. Jun-Jie Zhang and Prof. Deyu Meng have explored the vulnerabilities of neural networks through the lens of the uncertainty principle in physics.
May 9, 2024
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13
Machine learning & AI
Uncertainty estimation is critical to improving the reliability of deep neural networks. A research team led by Aydogan Ozcan at the University of California, Los Angeles, has introduced an uncertainty quantification method ...
Jan 16, 2024
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1
Robotics
While most robots are initially tested in laboratory settings and other controlled environments, they are designed to be deployed in real-world environments, helping humans to tackle various problems. Navigating real-world ...
Computer Sciences
Researchers are developing a way to incorporate one of the most human of characteristics—uncertainty—into machine learning systems.
Aug 9, 2023
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90
Business
When macroeconomic uncertainty rises, commercial banks become hesitant to lend due to their desire to avoid risks and reduce proactive risk-taking. This hampers the ability of financial intermediaries to serve the real economy, ...
Jul 6, 2023
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7
Machine learning & AI
Probabilistic machine learning methods are becoming increasingly powerful tools in data analysis, informing a range of critical decisions across disciplines and applications, from forecasting election results to predicting ...
Mar 28, 2023
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60
Robotics
As technology advances rapidly, the gap between the speed of policy development and technological change is becoming more prominent. This is particularly true in robotics, where current legislation often lags behind and fails ...
Mar 2, 2023
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6
Business
Roku, a San Jose streaming giant, has disclosed plans to jettison hundreds of employees, in a new disclosure that widens the increasingly painful job cuts that have jolted the Bay Area's tech sector.
Nov 18, 2022
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5
Computer Sciences
Controversy surrounds the U.S. Census Bureau's new measures to preserve privacy, but a new study examines how existing data error can pose an even larger problem for evidence-based policies. The cornerstone of the Census ...
Aug 25, 2022
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92
