The Gradient Boosting Machine is a powerful ensemble machine learning algorithm that uses decision trees. Boosting is a general ensemble technique that involves sequentially adding models to the ensemble where subsequent models correct the performance of…

Posted by Keith Hall, Research Scientist, Natural Language Understanding, Google Research Update — 2021/05/20: We are expanding the Research Expl...

Posted by Yuxiang Yang and Deepali Jain, AI Residents, Robotics at Google Recent advancements in deep reinforcement learning (deep RL) h...

Riemannian Adaptive Optimization Methods with pytorch optim - geoopt/geoopt

Project page for 'Scan-based Semantic Segmentation of LiDAR Point Clouds' with links to code and paper.

Video for "Controlling Overestimation Bias with Truncated Mixture of Continuous Distributional Quantile Critics" by A. Kuznetsov, P. Shvechikov, A. Grishin, D. Vetrov
Project page: https://bayesgroup.github.io/tqc
Paper: https://arxiv.org/abs/2005.04269
Code…

Datasets may have missing values, and this can cause problems for many machine learning algorithms. As such, it is good practice to identify and replace missing values for each column in your input data prior to modeling your prediction task. This is called…

A media server provides multimedia all-in-one features, such as video capture, processing, streaming, recording, and, in some cases, the ability to trigger actions under certain events, for example…

Text-to-speech systems across the industry typically rely on GPUs or specialized hardware to generate state-of-the-art speech in real-time production. We solved core efficiency challenges to process one second of audio in 500 milliseconds — using only CPUs.

Sentiment Analysis  Sentiment analysis is the contextual study that aims to determine the opinions, feelings, outlooks, moods and emotions…

Phenomenon of the brain’s ability to focus one’s auditory attention on a particular stimulus while filtering out a range of other stimuli

Posted by Christine Kaeser-Chen, Software Engineer and Serge Belongie, Visiting Faculty, Google Research Fine-grained visual categorizat...