https://github.com/jishanshaikh4/ml-papers21

Awesome ML Research Papers (2021) -- IN PROGRESS
https://github.com/jishanshaikh4/ml-papers21

Last synced: 4 months ago
JSON representation

Awesome ML Research Papers (2021) -- IN PROGRESS

• Host: GitHub
• URL: https://github.com/jishanshaikh4/ml-papers21
• Owner: jishanshaikh4
• Created: 2021-06-01T19:17:13.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2021-06-22T18:50:13.000Z (about 4 years ago)
• Last Synced: 2025-01-07T22:55:46.695Z (6 months ago)
• Homepage:
• Size: 5.86 KB
• Stars: 13
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Machine Learning Papers 2021

A collection of epic (good) papers to be read in 2021 ![#100DaysOfMLResearch](https://github.com/jishanshaikh4/ml-papers21) ![#RoadToMLResearcher](https://github.com/jishanshaikh4/ml-papers21)

## PAPERS

*Level = {1, 2, 3, 4, 5}, 5 being the hardest.

*Assertion = {L, M, S, H}, H being the highest

  DAYPAPERLEVELINCEXTRA

  

    DAY-01 GraphMixup: Improving Class-Imbalanced Node Classification on Graphs by Self-supervised Context Prediction 3SNA

    Matrix Encoding Networks for Neural Combinatorial Optimization2MNA 

     Active Learning for Deep Neural Networks on Edge Devices 1LNA

  

  

    DAY0003SNA

    2MNA 

    1LNA

  

## Developer / Maintainer

Developed and Maintained by: Jishan Shaikh (github.com/jishanshaikh4)

## License

The papers are mostly collected from open sources (e.g. arXiv.org). If someone finds it restricted, do notify by a pull request. These are for learning purposes, no commercial use of them is allowed. They are provided as it is, without any WARRANTY. COPYRIGHT IS OWNED BY RESPECTIVE AUTHORS, PUBLISHERS, INSTITUTES, ACADEMIA, etc.