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GitHub topics: distributionally-robust-optimization

namkoong-lab/dro

A package of distributionally robust optimization (DRO) methods. Implemented via cvxpy and PyTorch

Language: Jupyter Notebook - Size: 21.7 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 78 - Forks: 5

deep-real/TRO

The Pytorch implementation for "Topology-aware Robust Optimization for Out-of-Distribution Generalization" (ICLR 2023)

Language: Python - Size: 1.16 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 27 - Forks: 3

iutzeler/skwdro

Distributionally robust machine learning with Pytorch and Scikit-learn wrappers

Language: Python - Size: 1.03 MB - Last synced at: 4 days ago - Pushed at: 3 months ago - Stars: 14 - Forks: 0

deepmancer/rss-training-iclr2024

This is the official repository for the ICLR 2024 paper Out-Of-Domain Unlabeled Data Improves Generalization.

Language: TeX - Size: 31 MB - Last synced at: 7 months ago - Pushed at: 9 months ago - Stars: 4 - Forks: 0

junkangwu/Dr_DPO

Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization

Language: Python - Size: 24.4 KB - Last synced at: 10 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

Linxyhaha/TDRO

Temporally and Distributionally Robust Optimization for Cold-start Recommendation (AAAI'24)

Language: Python - Size: 332 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

junkangwu/BSL

[ICDE2024] Official code of "BSL: Understanding and Improving Softmax Loss for Recommendation"

Language: Python - Size: 66.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

EgoPer/Contextual-Robust-Optimisation-with-UQ

Code for the experiments in the paper "Contextual Robust Optimisation with Uncertainty Quantification".

Language: Python - Size: 1.32 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

junkangwu/ADNCE

[NeurIPS2023] Official code of "Understanding Contrastive Learning via Distributionally Robust Optimization"

Language: Python - Size: 31.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

mohammadjoshaghani/DRO_E2E_MODEL

this repository hosts my master's thesis codes and dataset.

Language: Python - Size: 1.43 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

heig-vd-ie/digriflex

Code for the project DiGriFlex

Language: Python - Size: 54.8 MB - Last synced at: 7 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1