rtaori / data_feedbackLinks
Code for the paper "Data Feedback Loops: Model-driven Amplification of Dataset Biases"
☆16Updated 2 years ago
Alternatives and similar repositories for data_feedback
Users that are interested in data_feedback are comparing it to the libraries listed below
Sorting:
- ☆18Updated 2 years ago
- Data for "Datamodels: Predicting Predictions with Training Data"☆97Updated 2 years ago
- Post-processing for fair classification☆17Updated last month
- DiWA: Diverse Weight Averaging for Out-of-Distribution Generalization☆31Updated 2 years ago
- A modern look at the relationship between sharpness and generalization [ICML 2023]☆43Updated last year
- ☆31Updated last year
- ☆13Updated last month
- Code for paper "Can contrastive learning avoid shortcut solutions?" NeurIPS 2021.☆47Updated 3 years ago
- Distilling Model Failures as Directions in Latent Space☆47Updated 2 years ago
- ☆25Updated 3 years ago
- Code for T-MARS data filtering☆35Updated 2 years ago
- Group-conditional DRO to alleviate spurious correlations☆15Updated 4 years ago
- Fast Axiomatic Attribution for Neural Networks (NeurIPS*2021)☆16Updated 2 years ago
- ☆33Updated 2 years ago
- ☆20Updated last year
- Code for NeurIPS'23 paper "A Bayesian Approach To Analysing Training Data Attribution In Deep Learning"☆17Updated last year
- LISA for ICML 2022☆50Updated 2 years ago
- ☆28Updated 6 months ago
- ☆12Updated 5 years ago
- ☆95Updated 2 years ago
- The official repository for our paper "The Dual Form of Neural Networks Revisited: Connecting Test Time Predictions to Training Patterns …☆16Updated 2 months ago
- ☆15Updated last year
- Code for the ICLR 2020 Paper, "A Theory of Usable Information under Computational Constraints"☆26Updated 5 years ago
- ☆29Updated 2 years ago
- Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation☆45Updated 2 years ago
- ☆37Updated last year
- ☆46Updated 2 years ago
- Revisiting Efficient Training Algorithms For Transformer-based Language Models (NeurIPS 2023)☆81Updated last year
- ☆38Updated 3 years ago
- Self-Supervised Alignment with Mutual Information☆21Updated last year