Code Monkey home page Code Monkey logo

kdd18-mtl-vstg's Introduction

Variable Selection and Task Grouping for Multi-Task Learning (VSTG-MTL)

Codes for the following paper: Jun-Yong Jeong and Chi-Hyuck Jun (2018), Variable Selection and Task Grouping for Multi-task learning, KDD 2018 (https://dl.acm.org/citation.cfm?id=3219819.3219992)

promotion video: https://www.youtube.com/watch?v=bJHphY_b2Sg

Dependencies

VSTG_MTL requires the following toolbox:

Acknowledgements

Some codes are from MALSAR (Zhouu et al., 2011, https://github.com/jiayuzhou/MALSAR) and k-support-norm toolbox (Blaschko, 2013, https://github.com/blaschko/ksupport)

USAGE

Please run demo.m

License

The GNU General Public License v3.0

Version

Matlab 2017a (tested on Window 10 and Ubuntu 16.04)

Update

May 24,2018: imporve computational efficiency

kdd18-mtl-vstg's People

Contributors

junyongjeong avatar

Watchers

avatar avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

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.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.