gortizji / linearized-networks Goto Github PK
View Code? Open in Web Editor NEWSource code of "What can linearized neural networks actually say about generalization?
Home Page: https://arxiv.org/abs/2106.06770
License: MIT License
Source code of "What can linearized neural networks actually say about generalization?
Home Page: https://arxiv.org/abs/2106.06770
License: MIT License
Hi, nice work! You expanded and delved the work Deep learning versus kernel learning: an empirical study of loss landscape geometry and the time evolution of the Neural Tangent Kernel. But some problem puzzle me:
What is the linearized training
? This seem like different from training NNs using tiny learning rate(gradient flow). And i guess it just update parameters by SGD( or using tiny learning rate)?
The question I have is not directly from your paper, but I want to solve my trouble.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.