Real progress requires us to think like geologists and take the "long view." 🌱
Instead of complaining, let's focus on what truly changes the future: Imagination, Ambition, and Education.
Highly recommend this brilliant conversation with pak @GitaWirjawan: https://t.co/i8zrSfx6cA
On major life decisions, the purpose of seeking advice is not to get answers. It’s to gain perspective.
No one knows what's best for you. They can only share what makes sense to them.
The most important question to ask is not what you should do. It's what you might be missing.
Three years ago, I started working on an easy-to-use tool for interpretable machine learning in science. I wanted it to do for symbolic regression what Theano did for deep learning.
Today, I am beyond excited to share with you the paper describing it!
https://t.co/be2cVdukPy
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Cool proof and cool example of using CSS to create mathematical animations on web pages! Here's the page with the math https://t.co/HhInyrIjY5 and here's the page describing the CSS https://t.co/16eoPjxwff.
How a book written in 1910 could teach you calculus better than several books of today
[Calculus Made Easy, by Silvanus P. Thompson, 1910 - full text pdf: https://t.co/W4gspJoGQc or with the table of contents: https://t.co/55dkZAeGmv]
So inspired by @CynthiaRudin’s plenary @INFORMS2022 about interpretable AI for high-stakes decisions. Takeaways: 1. Simple transparent models often work as well as complex ML for many decisions. 2. Those models are found using methods based on #optimization.
This amazing paper by Alex Damian, Eshaan Nichani, and Jason Lee is a critical contribution to deep learning theory and optimization theory. The paper contains the key to understanding many surprising aspects of neural net training dynamics, including
https://t.co/8H8i0h2kj4
OPT-175b:
Open Pre-Trained language model with 175 billion paramaters is now available to the research community.
Blog post: https://t.co/NBacfKGUHC
Paper: https://t.co/tLYUoWisZA
Code + small pre-trained models: https://t.co/M9nLCOf3Rx
(using OPT-175b requires a registration)