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Nikhil Shah proslijedio/la je Tweet
The field is already self-correcting. Good departments/labs are clearing their eyes, caring less about paper count, seeing through the noise. Don't worry so much about the ICML deadline. Slow down, relax, try to do work you're proud of, submit when it's ready.
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Nikhil Shah proslijedio/la je TweetHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi
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"I had blues, because I had no shoes, until upon the street, I met a man with no feet." Happiness is merely an exercise in appreciation for the things that we have. (Found on a Quora answer by Sean Kernan)
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Nikhil Shah proslijedio/la je TweetHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi
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Nikhil Shah proslijedio/la je Tweet
The FEYNMAN technique of learning: STEP 1 - Pick and study a topic STEP 2 - Explain the topic to someone, like a child, who is unfamiliar with the topic STEP 3 - Identify any gaps in your understanding STEP 4 - Review and Simplify!
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Today, I got a chance to teach my fellow mates the transformer architecture and the attention mechanisms mentioned in the paper https://arxiv.org/abs/1706.03762 and I think I did it pretty well. The feeling of satisfaction I had was amazing. Teaching is such a joy!!
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Nikhil Shah proslijedio/la je Tweet
I highly recommend Primer: https://ucla.in/2KYYviP , which has a wealth of beautiful examples. Plus, the recent survey by Paul and Elias, geared to economists: http://www.cs.ucla.edu/~kaoru/misc.html …
#Bookofwhyhttps://twitter.com/KumailWasif/status/1213554550000541699 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi
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A very insightful thread on causal inference.https://twitter.com/eliasbareinboim/status/1212988908067344384 …
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Nikhil Shah proslijedio/la je Tweet
We present our new year special: “oLMpics - On what Language Model pre-training captures״, http://arxiv.org/abs/1912.13283 , Exploring what symbolic reasoning skills are learned from an LM objective. We introduce 8 oLMpic games and controls for disentangling pre-training from fine-tuning.pic.twitter.com/ECQ7ZpcKlg
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Nikhil Shah proslijedio/la je Tweet
Concise advice from
@togelius for those planning research in AI/ML (or in general).
However, it'll benefit many if top labs/figures can (casually) give a shout-out to emerging groups with less PR/brand exposure.
@AcademicChatterhttps://threadreaderapp.com/thread/1211553815192899584.html …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
100% agreed, specially point 2.https://twitter.com/chipro/status/1210642166361444352 …
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Nikhil Shah proslijedio/la je Tweet
Understanding is more important than memorization! Schools should teach the students how to understand, think, doubt, and question. They should be made open to imagination and creativity.
pic.twitter.com/yVYFUWu7MK
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Nikhil Shah proslijedio/la je Tweet
most whales don’t celebrate christmas but they do understand the importance of spending time with the ones you love
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Nikhil Shah proslijedio/la je Tweet
If you are on the academic market or planning for a future academic career, consider casting a wide net, & look at places that may not be your obvious “top N.” You may be pleasantly surprised. My thoughts on how rank doesn’t matter as much as people think.https://medium.com/@akatuma/being-successful-in-academia-it-goes-beyond-the-top-n-469acc4132cc …
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Nikhil Shah proslijedio/la je Tweet
MetaInit: Initializing learning by learning to initialize They propose a strategy to automatically identify good initial parameters, and show that deep architectures *without* batch norm or residual connections can be trained to get near SOTA results.
https://papers.nips.cc/paper/9427-metainit-initializing-learning-by-learning-to-initialize.pdf …pic.twitter.com/RnYc7YghDR
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Nikhil Shah proslijedio/la je Tweet
Trying to catch up on reading the literature in my fieldpic.twitter.com/6ZyNkW4tBR
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Cutest thing I saw in a while

https://twitter.com/kaylasheagg/status/1204771503780163584 …Tweet je nedostupan.Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Nikhil Shah proslijedio/la je Tweet
Mini thread: If you haven't already
@FChollet's beautiful & insightful paper on intelligence & AI, you should. An elegant distillation of where we are now, & an intriguing proposal for how to make progress. https://arxiv.org/abs/1911.01547Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Nikhil Shah proslijedio/la je Tweet
Why do deep ensembles trained with just random initialization work surprisingly well in practice? In our recent paper https://arxiv.org/abs/1912.02757 with
@stanislavfort & Huiyi Hu, we investigate this by using insights from recent work on loss landscape of neural nets. More below:Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi
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