Responsible AI: Looking back at 2022, and to the future
Favorite Looking back at Google’s 2022 progress in principled AI innovation and ahead to 2023 and beyond. View Original Source (blog.google/technology/ai/) Here.
Google's 2022 year in review
Favorite A recap of Google’s top announcements and initiatives in 2022. View Original Source (blog.google/technology/ai/) Here.
EHR-Safe: Generating High-Fidelity and Privacy-Preserving Synthetic Electronic Health Records
Favorite Posted by Jinsung Yoon and Sercan O. Arik, Research Scientists, Google Research, Cloud AI Team Analysis of Electronic Health Records (EHR) has a tremendous potential for enhancing patient care, quantitatively measuring performance of clinical practices, and facilitating clinical research. Statistical estimation and machine learning (ML) models trained on EHR
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Shared by Google AI Technology December 21, 2022
Differential Privacy Accounting by Connecting the Dots
Favorite Posted by Pritish Kamath and Pasin Manurangsi, Research Scientists, Google Research Differential privacy (DP) is an approach that enables data analytics and machine learning (ML) with a mathematical guarantee on the privacy of user data. DP quantifies the “privacy cost” of an algorithm, i.e., the level of guarantee that
Read More Shared by Google AI Technology December 20, 2022
Accelerating Text Generation with Confident Adaptive Language Modeling (CALM)
Favorite Posted by Tal Schuster, Research Scientist, Google Research Language models (LMs) are the driving force behind many recent breakthroughs in natural language processing. Models like T5, LaMDA, GPT-3, and PaLM have demonstrated impressive performance on various language tasks. While multiple factors can contribute to improving the performance of LMs,
Read More Shared by Google AI Technology December 16, 2022
Who Said What? Recorder’s On-device Solution for Labeling Speakers
Favorite Posted by Quan Wang, Senior Staff Software Engineer, and Fan Zhang, Staff Software Engineer, Google In 2019 we launched Recorder, an audio recording app for Pixel phones that helps users create, manage, and edit audio recordings. It leverages recent developments in on-device machine learning to transcribe speech, recognize audio
Read More Shared by Google AI Technology December 14, 2022
RT-1: Robotics Transformer for Real-World Control at Scale
Favorite Posted Keerthana Gopalakrishnan and Kanishka Rao, Google Research, Robotics at Google Major recent advances in multiple subfields of machine learning (ML) research, such as computer vision and natural language processing, have been enabled by a shared common approach that leverages large, diverse datasets and expressive models that can absorb
Read More Shared by Google AI Technology December 13, 2022
Helping robots learn from each other
Favorite A look at how Transformers are helping robots become more useful. View Original Source (blog.google/technology/ai/) Here.
Formation of Robust Bound States of Interacting Photons
Favorite Posted by Alexis Morvan and Trond Andersen, Research Scientists, Google Quantum AI When quantum computers were first proposed, they were hoped to be a way to better understand the quantum world. With a so-called “quantum simulator,” one could engineer a quantum computer to investigate how various quantum phenomena arise,
Read More Shared by Google AI Technology December 8, 2022
Private Ads Prediction with DP-SGD
Favorite Posted by Krishna Giri Narra, Software Engineer, Google, and Chiyuan Zhang, Research Scientist, Google Research Ad technology providers widely use machine learning (ML) models to predict and present users with the most relevant ads, and to measure the effectiveness of those ads. With increasing focus on online privacy, there’s
Read More Shared by Google AI Technology December 7, 2022