faias's Introduction
This is experimental code for the paper Adversarial Fairness Network for AAAI 2024 We employ datasets and pre-processing of them directly from AIF360 package. Please put the AIF360 repo(https://github.com/Trusted-AI/AIF360) at the root directory to replicate the results. Please download VGG16 data from the link below and save in ./examples/data/: https://drive.google.com/file/d/1g4t73LCL2fhTIde1lsgXsXdTRHMadwbC/view?usp=sharing ./FAIAS_VGG16.ipynb : example implementation of FAIAS on CelebA data with VGG16 feature extraction. It sweeps learning rate for selector and predictor to find the optimal hyper-parameter. ./fair_main_update1.py : the main code that contains FAIAS network.
faias's People
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. ๐๐๐
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google โค๏ธ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.