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Fernando Pereira
Google VP & Engineering Fellow, former Penn professor, ML/NLP researcher, fanatic skier:
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Fernando Pereira 3. velj
Odgovor korisniku/ci @FelixHill84 @jasonbaldridge
Explanation in terms of computation is typically at the wrong level for intervention because input vector components are not independently manipulable.
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Fernando Pereira 3. velj
Odgovor korisniku/ci @miserlis_ @jasonbaldridge
Academic autonomy depends on funding budgets and fashions. Sometimes funders are enlightened (), more often not.
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Fernando Pereira 2. velj
Odgovor korisniku/ci @fernandaedi @Laura_R_Prieto
Me, same reason. Both parents had some vocational school (escola comercial) and pushed us to get better educations.
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Elizabeth Buffalo 30. sij
Fantastic new work from Loren Frank's group: Uncovering the Neural Basis for Hypothetical Thinking in Rats
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Fernando Pereira 30. sij
Odgovor korisniku/ci @michael_nielsen @ShriramKMurthi
Rota's "Indiscrete Thoughts" is an all-time favorite that I mention frequently. Including "In Defense of the Schaum Outline Series" that put the Bourbaki followers who taught me in their place ;)
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Fernando Pereira 29. sij
Odgovor korisniku/ci @FelixHill84 @egrefen @dileeplearning
The key challenge is how to compress past-future information with slow growth on history length. The methods I know are either discrete greedy-ish or differentiable but with a bad history length dependency.
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Maria Agostini 28. sij
When I defended my PhD on at the end of 2019 1) I had to go out of my way to explain why coronaviruses were important 2) someone asked if I really thought another coronavirus would emerge It’s crazy how fast things are changing with
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Fernando Pereira 29. sij
Welcome to Google, Julia, stop by when you are in MTV!
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Fernando Pereira 29. sij
Odgovor korisniku/ci @FelixHill84 @egrefen @dileeplearning
2001's Transformer: the missing piece was self-attention; everyone was scared of n^2 back then, so all that effort to encode longer-range dependencies in FST states (guilty as charged)
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Fernando Pereira 28. sij
Odgovor korisniku/ci @FelixHill84 @egrefen @dileeplearning
Or for that matter graph transformer networks for a related DL perspective
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Fernando Pereira 28. sij
Odgovor korisniku/ci @FelixHill84 @egrefen @dileeplearning
The problem is how recent AI "education" threw out key ideas in structure and representation from probabilistic graphical models. Anybody who knows eg PCFGs and their composition properties with FSTs would not be surprised.
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theHigherGeometer 26. sij
"If you’re in with the in crowd, you can find out which of the two [Annals] papers is currently believed by the elders." So, , which one of the papers is currently believed? I don't hold with such secrets being kept to the "in crowd".
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Dan Brickley 23. sij
Proud that Google Dataset Search is powered primarily by markup :)
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Jeff Dean 23. sij
Google Dataset Search is now officially out of beta. "Dataset Search has indexed almost 25 million of these datasets, giving you a single place to search for datasets & find links to where the data is." Nice work, Natasha Noy and everyone else involved!
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Fernando Pereira 23. sij
Just signed. Do it!
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Viren Jain 22. sij
I recommend checking out the "mushroom body" interactive link! Grateful for this collaboration with and hope the resource proves useful for the community.
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Fernando Pereira 21. sij
Odgovor korisniku/ci @earnmyturns
Twisted discovery chain: Google Discover>NYT jazz winterfest review>Sara Serpa name>search in Roon/Qobuz>listening in a few minutes
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Fernando Pereira 21. sij
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Penn Arts & Sciences 16. sij
The National Academy of Sciences honors the life and career of the late Dorothy Cheney, professor emeritus and world renowned primatologist in the Department of Biology.
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Zach Klein 15. sij
My 5yo asked, “How big is a wolf?” So I Google it... Google’s first result is the option (in browser!) to place a realistic wolf in the room with us so we can walk around it and see for ourselves. Magical. The closest I have felt to a Young Lady’s Illustrated Primer.
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