Differentially private median and more

Favorite Posted by Edith Cohen and Uri Stemmer, Research Scientists, Google Research Differential privacy (DP) is a rigorous mathematical definition of privacy. DP algorithms are randomized to protect user data by ensuring that the probability of any particular output is nearly unchanged when a data point is added or removed.

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Shared by Google AI Technology September 8, 2023

TSMixer: An all-MLP architecture for time series forecasting

Favorite Posted by Si-An Chen, Student Researcher, Cloud AI Team, and Chun-Liang Li, Research Scientist, Cloud AI Team Time series forecasting is critical to various real-world applications, from demand forecasting to pandemic spread prediction. In multivariate time series forecasting (forecasting multiple variants at the same time), one can split existing

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Shared by Google AI Technology September 6, 2023

WeatherBench 2: A benchmark for the next generation of data-driven weather models

Favorite Posted by Stephan Rasp, Research Scientist, and Carla Bromberg, Program Lead, Google Research In 1950, weather forecasting started its digital revolution when researchers used the first programmable, general-purpose computer ENIAC to solve mathematical equations describing how weather evolves. In the more than 70 years since, continuous advancements in computing

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Shared by Google AI Technology August 31, 2023

Modeling and improving text stability in live captions

Favorite Posted by Vikas Bahirwani, Research Scientist, and Susan Xu, Software Engineer, Google Augmented Reality Automatic speech recognition (ASR) technology has made conversations more accessible with live captions in remote conferencing software, mobile applications, and head-worn displays. However, to maintain real-time responsiveness, live caption systems often display interim predictions that

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Shared by Google AI Technology August 30, 2023

7 ways businesses are using Google Cloud AI

Favorite At Google Cloud Next 2023, thousands of people gathered in San Francisco to learn about the newest updates from Google Cloud. View Original Source (blog.google/technology/ai/) Here.

SayTap: Language to quadrupedal locomotion

Favorite Posted by Yujin Tang and Wenhao Yu, Research Scientists, Google Simple and effective interaction between human and quadrupedal robots paves the way towards creating intelligent and capable helper robots, forging a future where technology enhances our lives in ways beyond our imagination. Key to such human-robot interaction systems is

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Shared by Google AI Technology August 29, 2023