Jeff Dean Google AI Google Health Best wishes for a great 2020

Our new preprint "Relaxed Conformal Prediction Cascades for Efficient Inference Over Many Labels" is now online. We efficiently retrieve a small set of predictions with a neural net over a large label space while guaranteeing (with prob.) to include the/a correct answer.

Our recent collaboration with the labs of Rakesh Jain and Arlene Sharpe, identifying **early** gene expression signatures in CD8 T cells that are **NOT genetic driven** and associate with response to PD-1 therapy in mice and patients! pnas.org/content/early/…

Excited to participate in the Truth and Trust Online this Friday. I'll talk about *Preventing Misinformation in the Era of GPT-3* (Generated Media session). I found many other interesting talks in the program! Looking forward to virtually meeting everyone. #TTOCon truthandtrustonline.com/programme/

youtube.com/watch?v=NQ4CUw…

Is your Fact Verification model robust enough? Consider adding #VitaminC 🍊 Check out our new #NAACL2021 paper: "Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence" with Adam Fisch and Regina Barzilay 🔗 arxiv.org/abs/2103.08541 #NLProc #FakeNews📰 🧵1/N

Large pre-trained Transformers are great, but expensive to run. But making them more efficient (e.g., early exits) can give undesirable performance hits. In our new work, we speed up inference while guaranteeing consistency with the original model up to a specifiable tolerance.

Game On! #MIT, #ALLEN AI & #Microsoft Open-Source a Suite of AI Programming Puzzles | bit.ly/3xsFJHB #AI #ML #ArtificialIntelligence #MachineLearning #Technology #ProgrammingPuzzle #Python #AIProgramming

Harnessing photosynthesis to produce electricity using cyanobacteria, green algae, seaweeds and plants frontiersin.org/articles/10.33…

Plant Organellar RNA Maturation academic.oup.com/plcell/advance…

x.com/IBI_Investment…