astorfi / differentially-private-cgan
☆12Updated 4 years ago
Alternatives and similar repositories for differentially-private-cgan:
Users that are interested in differentially-private-cgan are comparing it to the libraries listed below
- A toolbox for differentially private data generation☆128Updated last year
- Generating Tabular Synthetic Data using State of the Art GAN architecture☆78Updated 4 years ago
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆40Updated 2 years ago
- ☆34Updated last year
- Differentially-private Wasserstein GAN implementation in PyTorch☆27Updated 5 years ago
- ☆16Updated last year
- Distributional Shapley: A Distributional Framework for Data Valuation☆30Updated 8 months ago
- An Empirical Framework for Domain Generalization In Clinical Settings☆29Updated 2 years ago
- Code for Deep learning models for electrocardiograms are susceptible to adversarial attack☆22Updated 3 years ago
- ☆16Updated 4 years ago
- A repo for transfer learning with deep tabular models☆100Updated last year
- A benchmark for distribution shift in tabular data☆48Updated 7 months ago
- Evaluate real and synthetic datasets against each other☆84Updated 2 weeks ago
- Source code of paper "Differentially Private Generative Adversarial Network"☆67Updated 6 years ago
- Data-SUITE: Data-centric identification of in-distribution incongruous examples (ICML 2022)☆10Updated last year
- ☆20Updated 2 years ago
- ☆26Updated last year
- PyTorch code corresponding to my blog series on adversarial examples and (confidence-calibrated) adversarial training.☆68Updated last year
- Contains notebooks for the PAR tutorial at CVPR 2021.☆36Updated 3 years ago
- Differentially Private Generative Adversarial Networks for Time Series, Continuous, and Discrete Open Data☆33Updated 6 years ago
- Benchmarking synthetic data generation methods.☆267Updated this week
- Differentially Private (tabular) Generative Models Papers with Code☆46Updated 6 months ago
- [NeurIPS 2021] "G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher Discriminators" by Yunhui Long*…☆30Updated 3 years ago
- COR-GAN: Correlation-Capturing Convolutional Neural Networks for Generating Synthetic Healthcare Records☆56Updated 4 years ago
- PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuatio…☆25Updated 2 years ago
- ☆15Updated last year
- Data Augmentation with Variational Autoencoders (TPAMI)☆139Updated 2 years ago
- Repository for the results of my master thesis, about the generation and evaluation of synthetic data using GANs☆43Updated last year
- Algorithms for Privacy-Preserving Machine Learning in JAX☆91Updated 7 months ago
- A Natural Language Interface to Explainable Boosting Machines☆62Updated 6 months ago