Since the beginning of the coronavirus pandemic, we’ve seen an outpouring of interest on the part of data scientists and AI practitioners wanting to make a contribution. At the same time, some of the resulting efforts have been criticized for promoting the spread of misinformation or being disconnected from the applicable domain knowledge.
In this discussion, we explore how data scientists and ML/AI practitioners can responsibly contribute to the fight against coronavirus and COVID-19. Four experts: Rex Douglass, Rob Munro, Lea Shanley, and Gigi Yuen-Reed shared a ton of valuable insight on the best ways to get involved.
We've gathered all the resources that our panelists discussed during the conversation, you can find those at twimlai.com/talk/370.
Studying Machine Intelligence with Been Kim - #571
Advances in Neural Compression with Auke Wiggers - #570
Mixture-of-Experts and Trends in Large-Scale Language Modeling with Irwan Bello - #569
Daring to DAIR: Distributed AI Research with Timnit Gebru - #568
Hierarchical and Continual RL with Doina Precup - #567
Open-Source Drug Discovery with DeepChem with Bharath Ramsundar - #566
Advancing Hands-On Machine Learning Education with Sebastian Raschka - #565
Big Science and Embodied Learning at Hugging Face 🤗 with Thomas Wolf - #564
Full-Stack AI Systems Development with Murali Akula - #563
100x Improvements in Deep Learning Performance with Sparsity, w/ Subutai Ahmad - #562
Scaling BERT and GPT for Financial Services with Jennifer Glore - #561
Trends in Deep Reinforcement Learning with Kamyar Azizzadenesheli - #560
Deep Reinforcement Learning at the Edge of the Statistical Precipice with Rishabh Agarwal - #559
Designing New Energy Materials with Machine Learning with Rafael Gomez-Bombarelli - #558
Differentiable Programming for Oceanography with Patrick Heimbach - #557
Trends in Machine Learning & Deep Learning with Zachary Lipton - #556
Solving the Cocktail Party Problem with Machine Learning, w/ Jonathan Le Roux - #555
Machine Learning for Earthquake Seismology with Karianne Bergen - #554
The New DBfication of ML/AI with Arun Kumar - #553
Building Public Interest Technology with Meredith Broussard - #552
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