Optimization for Data-Driven Science (ODDS) Research Group @ USC

All

18 repositories

Addax
Public
0•0•0•0•Updated Jun 20, 2025Jun 20, 2025
RIFLE
Public
Python
•1•7•0•1•Updated Jul 12, 2024Jul 12, 2024
DP-with-public-data
Public
Optimal Differentially Private Learning with Public Data
Python
•
Other
•1•5•0•0•Updated Jun 4, 2024Jun 4, 2024
FERMI
Public
The implementation of Fair Empirical Risk Minimization
Jupyter Notebook
•
Other
•1•18•2•0•Updated May 23, 2024May 23, 2024
Robust-NN-Training
Public
Python
•
MIT License
•2•3•0•0•Updated Mar 29, 2024Mar 29, 2024
f-FERM
Public
Jupyter Notebook
•1•2•0•0•Updated Feb 29, 2024Feb 29, 2024
Renyi-Fair-Inference
Public
Python
•3•6•0•0•Updated Dec 16, 2023Dec 16, 2023
DAIR
Public
Python
•1•4•0•0•Updated May 25, 2023May 25, 2023
ADMM-Q
Public
Python
•2•1•1•0•Updated Feb 22, 2023Feb 22, 2023
DR-FERMI
Public
A Distributionally Robust Optimization Framework for Handling Distribution Shift
Jupyter Notebook
•1•0•0•0•Updated Feb 8, 2023Feb 8, 2023
MultiAbstain
Public
0•0•0•0•Updated Oct 25, 2022Oct 25, 2022
XAI
Public
Python
•2•2•0•0•Updated Sep 12, 2022Sep 12, 2022
BatchEffect
Public
Inference in the Presence of Batch Effect
Python
•0•1•0•0•Updated Apr 21, 2022Apr 21, 2022
I-CONVEX
Public
Python
•0•1•0•0•Updated Jul 11, 2020Jul 11, 2020
Robust-Traffic-Flow-Prediction
Public
A new formulation to minimize both average and variance of the error.
Python
•1•0•0•0•Updated Jun 20, 2020Jun 20, 2020
GN-RD
Public
Python
•0•0•0•0•Updated Jul 5, 2019Jul 5, 2019
FairFashionMNIST
Public
Python
•1•5•0•0•Updated Jul 4, 2019Jul 4, 2019
Stochastic-multi-objective-EM
Public
MATLAB
•0•1•0•0•Updated Jul 4, 2019Jul 4, 2019

ProTip! When viewing an organization's repositories, you can use the props. filter to filter by custom property.