SaiSatish

Joined: August 22, 2023
Articles: 732
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Science Daily

Machine learning improves human speech recognition

To understand how hearing loss impacts people, researchers study people’s ability to recognize speech, and hearing aid algorithms are often used to improve human speech recognition. Researchers explore a human speech recognition model based on machine learning and deep neural…

google-researches

Federated Learning with Formal Differential Privacy Guarantees

Posted by Brendan McMahan and Abhradeep Thakurta, Research Scientists, Google Research In 2017, Google introduced federated learning (FL), an approach that enables mobile devices to collaboratively train machine learning (ML) models while keeping the raw training data on each user’s…

google-researches

Constrained Reweighting for Training Deep Neural Nets with Noisy Labels

Posted by Abhishek Kumar and Ehsan Amid, Research Scientists, Google Research, Brain Team Over the past several years, deep neural networks (DNNs) have been quite successful in driving impressive performance gains in several real-world applications, from image recognition to genomics.…

Science Daily

Fingertip sensitivity for robots

Striving to improve touch sensing in robotics, scientists developed a thumb-shaped sensor with a camera hidden inside and trained a deep neural network to infer its haptic contact information. When something touches the finger, the system constructs a three-dimensional force…

google-researches

4D-Net: Learning Multi-Modal Alignment for 3D and Image Inputs in Time

Posted by AJ Piergiovanni and Anelia Angelova, Research Scientists, Google Research While not immediately obvious, all of us experience the world in four dimensions (4D). For example, when walking or driving down the street we observe a stream of visual…

Science Daily

Can machine-learning models overcome biased datasets?

Researchers have applied the tools of neuroscience to study when and how an artificial neural network can overcome bias in a dataset. They found that data diversity, not dataset size, is key and that the emergence of certain types of…

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Certificate – Faculty Development Program on Advance Machine Learning Algorithms

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google-researches

Robust Routing Using Electrical Flows

Posted by Ali Kemal Sinop and Kostas Kollias, Research Scientists, Google Research In the world of networks, there are models that can explain observations across a diverse collection of applications. These include simple tasks such as computing the shortest path,…

google-researches

Machine Learning for Mechanical Ventilation Control

Posted by Daniel Suo, Software Engineer and Elad Hazan, Research Scientist, Google Research, on behalf of the Google AI Princeton Team Mechanical ventilators provide critical support for patients who have difficulty breathing or are unable to breathe on their own.…

Deep Mind

Accelerating fusion science through learned plasma control

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