Xinyi Xu (@XinyiYS)
github

XinyiYS

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  • Stars
    star
    114
  • Global Rank 189,057 (Top 7 %)
  • Followers 24
  • Following 1
  • Registered almost 9 years ago
  • Most used languages
    Python
         85.7 %
    Jupyter Notebook
         14.3 %
  • Location ๐Ÿ‡ธ๐Ÿ‡ฌ Singapore
  • Country Total Rank 1,176
  • Country Ranking
    Python
         306
    Jupyter Notebook
         1,223

Top repositories

1

CollaborativeFairFederatedLearning

Official implementation of our work "Collaborative Fairness in Federated Learning."
Python
48
star
2

Robust-and-Fair-Federated-Learning

Implementing the algorithm from our paper: "A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in Federated Learning".
Python
33
star
3

Gradient-Driven-Rewards-to-Guarantee-Fairness-in-Collaborative-Machine-Learning

Official code repository for our accepted work "Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning" in NeurIPS'21.
Python
21
star
4

CML-RewardDistribution

The code for the paper "Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards" AAAI'22 Oral Presentation.
Python
5
star
5

ModelShapley

Implementation of our NeurIPS'23 paper: Model Shapley: Equitable Model Valuation with Black-box Access.
Python
2
star
6

Parametric-Bayesian-Learning-Games

Official implementation of our ICML'22 paper: "On the Convergence of the Shapley Value in Parametric Bayesian Learning Games".
Python
1
star
7

FAIR

Official implementation of our AISTATS 2023 paper "FAIR: Fair Collaborative Active Learning with Individual Rationality for Scientific Discovery".
Jupyter Notebook
1
star