Amit Kumar
@amitmac22
Artificial Intelligence Engineer
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Things that schools should teach: 🧠 • Emotional behaviour • Financial management • Relationship building • Developing the passion • Handling failures • Forgiveness • Generosity • Altruism • Persistence • Mental health • Critical thinking • Open-mindedness • Values
Some like to say that NLP is more engineering than science. These pretrained LMs have turned that on its head. We've discovered a new class of models that does really unexpected things, that raise all kinds of scientific questions. Fascinating time to be a scientist in NLP.
Answer to Why is it preferable to implement O(n^2) over O(n) to solve the same problem? by Miguel Oliveira quora.com/Why-is-it-pref… #Code #Optimization
quora.com
Why is it preferable to implement O(n^2) over O(n) to solve the same problem?
Miguel Oliveira's answer: I can give you a real world example from when I worked at Google. My team wrote a simple implementation to try a new ML algorithm to train a classifier (details don’t...
We study bias-variance dilemma in class, but reading the paper gives important historical perspective. You'll see that many of the 'unreasonable effectiveness' and 'surprising findings' are predicted in this paper. Thread..(1) dam.brown.edu/people/geman/H…
Units matter.
When a person says that f(x) = f(a) + f’(a)(x - a) and someone disagrees strongly because of f’’(a)(x - a)^2/2
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Up to 1800x faster than vanilla Transformer during evaluation. New SoTA results on Wikipedia (enwik8, text8, WikiText-103), One Billion Words, and PennTree Bank. 🔥 arxiv.org/abs/1901.02860
Create visual music for Oskar Fischinger's 117th birthday in this #GoogleDoodle g.co/doodle/pxh5jz
Sequence to Sequence RNN using Tensorflow github.com/amitmac/Neural…
github.com
GitHub - amitmac/Neural-Machine-Translation: Seq2Seq Model for English to German
Seq2Seq Model for English to German. Contribute to amitmac/Neural-Machine-Translation development by creating an account on GitHub.
We are thrilled to announce the observation of #GW170104, a #GravitationalWaves signal generated by the merger of two #BlackHoles!
Evolution Strategies as a Scalable Alternative to Reinforcement Learning blog.openai.com/evolution-stra…
I've been spending a lot of time thinking about what it means to be a researcher. This is the result: distill.pub/2017/research-…
"Emphasize Character Education in Educational Institutions-Vision 2030:One Million Global Leader" linkedin.com/pulse/emphasiz… by @professormsrao
Antihydrogen spectroscopy achieved for the first time physicstoday.scitation.org/do/10.1063/PT.…
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