[ML News] DeepMind tackles Math | Microsoft does more with less | Timnit Gebru launches DAIR

#mlnews #deepmind #ai

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OUTLINE:
0:00 - Intro
0:15 - Sponsor: Weights & Biases
3:10 - DeepMind tackles fundamental math
6:45 - Microsoft focuses on scaling effectively and efficiently
10:15 - NeurIPS Anthology Visualization
13:30 - Timnit Gebru launches research institute independent from big tech
16:50 - SageMaker Canvas for no-code ML
17:50 - Help, Help!
21:40 - Cornelius Emde wins the 3090
21:55 - A retrospective on the NeurIPS 2021 ethics review process

References:
DeepMind tackles fundamental math
https://deepmind.com/blog/article/exploring-the-beauty-of-pure-mathematics-in-novel-ways?utm_source=pocket_mylist
https://www.nature.com/articles/s41586-021-04086-x?utm_source=pocket_mylist

Microsoft focuses on scaling effectively and efficiently
https://www.microsoft.com/en-us/research/blog/efficiently-and-effectively-scaling-up-language-model-pretraining-for-best-language-representation-model-on-glue-and-superglue/?OCID=msr_blog_TNLRV5_tw

NeurIPS Anthology Visualization
https://neuripsav.vizhub.ai/blog/
https://neuripsav.vizhub.ai/

Timnit Gebru launches research institute independent from big tech
https://www.washingtonpost.com/technology/2021/12/02/timnit-gebru-dair/
https://www.dair-institute.org/about
https://www.theguardian.com/commentisfree/2021/dec/06/google-silicon-valley-ai-timnit-gebru

SageMaker Canvas for no-code ML
https://aws.amazon.com/blogs/aws/announcing-amazon-sagemaker-canvas-a-visual-no-code-machine-learning-capability-for-business-analysts/

Help, Help!
https://macberth.netlify.app/
https://huggingface.co/emanjavacas/MacBERTh/tree/main
https://developer.nvidia.com/blog/nvidia-announces-tensorrt-8-2-and-integrations-with-pytorch-and-tensorflow/?ncid=so-twit-314589#cid=dl13_so-twit_en-us
https://opacus.ai/
https://twitter.com/naotokui_en/status/1466320722825920515
https://colab.research.google.com/drive/1H_g60Q_XELJ2VJu4GF7KY8111ce4VLwd?usp=sharing#scrollTo=JyNp3rwoWOQd
https://twitter.com/ThomasSimonini/status/1466437571303649301?utm_source=pocket_mylist
https://github.com/karpathy/arxiv-sanity-lite
https://arxiv-sanity-lite.com/
https://www.youtube.com/watch?v=01ENzpkjOCE
https://github.com/Felix-Petersen/algovision
https://github.com/rentruewang/koila?utm_source=pocket_mylist
https://github.com/YeWR/EfficientZero

Cornelius Emde wins the 3090
https://twitter.com/CorEmde/status/1466122212000374793

A retrospective on the NeurIPS 2021 ethics review process
https://blog.neurips.cc/2021/12/03/a-retrospective-on-the-neurips-2021-ethics-review-process/

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