Top news of the week: 08.06.2022.
SHIFT: A Synthetic Driving Dataset
We introduce the largest synthetic dataset for autonomous driving to study continuous multi-task domain adaptation.
Mozilla releases local machine translation tools as part of Project Bergamot
In January of 2019, Mozilla joined the University of Edinburgh, Charles University, University of Sheffield and University of Tartu as part of a project fu
The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink
Machine Learning (ML) workloads have rapidly grown in importance, but raised concerns about their carbon footprint. Four best practices can reduce ML training energy by up to 100x and CO2 ...
Introducing Metaflow Resources for Data Science and Engineering
A knowledge base of free, practical data science and machine learning materials, including how to set up a modern data science infrastructure.
New Python for Science course will help researchers learn programming skills
A new self-learning module is being offered to help researchers across the University of Cambridge learn programming in Python. Meanwhile, applications have also just opened for the next ...
LinkBERT: Improving Language Model Training with Document Link
Language Model Pretraining Language models (LMs), like BERT 1 and the GPT series 2, achieve remarkable performance on many natural language processing (NLP) tasks. They are now the ...
Simulation-Based Inference with WALDO: Perfectly Calibrated Confidence Regions Using Any Prediction or Posterior Estimation Algorithm
The vast majority of modern machine learning targets prediction problems, with algorithms such as Deep Neural Networks revolutionizing the accuracy of point predictions for high-dimensional ...