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Proud to share our 150-page "proto-book" with Michael Bronstein @joanbruna Taco Cohen on geometric DL! Through the lens of symmetries and invariances, we attempt to distill "all you need to build the architectures that are all you need". geometricdeeplearning.com More info below! 🧵

"the NIH, I believe, should create an advanced research project agency for health"

MOST EPIC SHOT EVER!!!! 🤯 watch #Starship #SN15 come in through the clouds on its way to nail its landing!!! What a heroes entrance!!! So stoked for this footage with Cosmic Perspective, there’s so much more to come 😍 STAY TUNED 🙌 @spacex Elon Musk SpacePadre

The fewer relationships in a system, the more robust & general it becomes. Which is why very sparse networks are so effective, and why topology-grounded abstraction has much greater generalization power than geometry-grounded abstraction.

Keeping multiple local models seems worthwhile to account for variation over {sepsis definition, index time, time horizon, feature availability, optimization for specific performance measures/regimes, missingness assumptions}, to name a few.

1/ Congratulations are due to our colleagues Joshua Angrist and Guido Imbens on receiving the 2020 Nobel Prize in Economics, thus drawing the limelight to the science of causal inference and to the new methodology which they have helped develop. It is no secret that I have been

Walid Gellad Yep washingtonpost.com/outlook/2021/1… Just after an op ed talks about how their view isn't far off CDC's should/may approach, CDC makes it all should.

Wow — Chris Wallace announces he is leaving Fox News Sunday

Very sad to hear that Sir David Cox has died. He was a giant in the field of Statistics, and a wonderfully modest and generous person. He has been a professional and person hero of mine since I was lucky enough to meet him when I was a grad student over 40 yrs. ago.

BREAKING: A bridge along Forbes Avenue near Frick Park has collapsed. (📷: Jeremy Habowski) pittsburgh.cbslocal.com/2022/01/28/bri…

Ok, after years of warnings were ignored and hearing "Garry, you were right!" all damn day today, I'll repeat what I said in 2014: Stop telling me I was right and listen to what I'm saying now. My recommendations follow: 1/5

📣 The Jeremy C. Weiss Care Health and Reasoning Machines (CHARM) lab at NLM invites qualified applications for postdoctoral research positions in Clinical #MachineLearning & #DataScience. Positions open until filled. loom.ly/yMzda44 NIH Intramural NIH Office of Intramural Training & Education