Projects

Updated 5 months ago

https://github.com/aggrathon/rslc • Science 13%

Robust Single-Linkage Clustering

clustering data-science hierarchical-clustering machine-learning machine-learning-algorithms python r robust-machine-learning rust single-linkage

Updated 5 months ago

https://github.com/cpwan/attack-adaptive-aggregation-in-federated-learning • Science 10%

This is the code for our paper `Robust Federated Learning with Attack-Adaptive Aggregation' accepted by FTL-IJCAI'21.

adversarial-attacks federated-learning machine-learning robust-machine-learning

Updated 6 months ago

pydvl • Science 36%

pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation

banzhaf-index data-centric-ai data-cleaning data-pruning data-quality data-valuation game-theory influence-functions least-core machine-learning robust-machine-learning shapley-value transferlab

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Open Source Science

https://github.com/aggrathon/rslc • Science 13%

https://github.com/cpwan/attack-adaptive-aggregation-in-federated-learning • Science 10%

pydvl • Science 36%