DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks
☆21Jun 16, 2025Updated 11 months ago
Alternatives and similar repositories for DECAF
Users that are interested in DECAF are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆11Apr 28, 2024Updated 2 years ago
- Official implementation for KDD'22 paper "Learning Fair Representation via Distributional Contrastive Disentanglement"☆23Jun 25, 2022Updated 3 years ago
- ☆31Apr 24, 2024Updated 2 years ago
- ☆16Oct 16, 2023Updated 2 years ago
- Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations (ICML 2022)☆27Jun 9, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Disentangled gEnerative cAusal Representation (DEAR)☆66Oct 10, 2022Updated 3 years ago
- Supplemental Material for the ESANN 2019 Submission "Preserving privacy using synthetic data models and applications in health informatic…☆20Mar 20, 2020Updated 6 years ago
- MAGIC: Multi-scAle heteroGeneity analysIs and Clustering☆14Jun 17, 2024Updated last year
- Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport☆17Nov 8, 2021Updated 4 years ago
- ☆14Jun 25, 2025Updated 10 months ago
- Source code for HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation. SIGIR 2022.☆30Dec 5, 2022Updated 3 years ago
- Improving Recommendation Fairness via Data Augmentation-WWW23☆15Jun 6, 2023Updated 2 years ago
- This repository contains the implementation of Label-Free XAI, a new framework to adapt explanation methods to unsupervised models. For m…☆25Sep 21, 2022Updated 3 years ago
- Code for `BCD Nets: Scalable Variational Approaches for Bayesian Causal Discovery`, Neurips 2021☆28Oct 26, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Implementation of AAAI 2016 paper Efficient Learning of Timeseries Shapelets☆14Mar 6, 2019Updated 7 years ago
- ☆16Jan 8, 2022Updated 4 years ago
- This is the official code for "Multimodal Pretraining of Medical Time Series and Notes" at Machine Learning for Health 2023☆21Jan 6, 2025Updated last year
- Official codes of paper "Deep causal reasoning for recommendations (Deep-Deconf)". (TIST'23)☆27Jan 27, 2023Updated 3 years ago
- "Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding" (MICCAI 2023)☆25Jul 4, 2023Updated 2 years ago
- Counterfactual Evaluation and Learning for Interactive Systems: Foundations, Implementations, and Recent Advances☆12Aug 14, 2022Updated 3 years ago
- Active Learning Helps Pretrained Models Learn the Intended Task (https://arxiv.org/abs/2204.08491) by Alex Tamkin, Dat Nguyen, Salil Desh…☆11Nov 22, 2022Updated 3 years ago
- Code for SIGKDD'2021 paper: Deep Clustering based Fair Outlier Detection☆11Oct 15, 2021Updated 4 years ago
- Resources for Machine Learning Explainability☆91Sep 4, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ACM MM'21] Facial Prior Based First Order Motion Model for Micro-expression Generation☆27Mar 25, 2023Updated 3 years ago
- Correcting Covariance Batch Effects (CovBat): Harmonization of mean and covariance for multi-site data☆27Mar 13, 2023Updated 3 years ago
- ☆20Jul 9, 2022Updated 3 years ago
- ☆32Jul 8, 2018Updated 7 years ago
- ☆25May 20, 2025Updated last year
- Code for "Don't trust your eyes: on the (un)reliability of feature visualizations" (ICML 2024)☆34Nov 15, 2023Updated 2 years ago
- [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)☆22May 18, 2021Updated 5 years ago
- Code to generate realistic synthetic healthcare data with diffusion models☆35Apr 26, 2025Updated last year
- ⚖️ Code for the paper "Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning".☆11Dec 8, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Diffusion Models for Causal Discovery☆92Mar 17, 2023Updated 3 years ago
- Example of evaluation metrics used in the SynthRAD2023 challenge☆11Jul 14, 2023Updated 2 years ago
- A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.☆661Apr 21, 2026Updated last month
- This repository contains the PyTorch implementation of the paper STaCK: Sentence Ordering with Temporal Commonsense Knowledge appearing a…☆28Mar 15, 2023Updated 3 years ago
- Curated LLM (ICML 2024)☆14Oct 23, 2024Updated last year
- MacOS script to fetch NASA's Astronomy Picture of the Day and set it as a wallpaper☆12May 31, 2023Updated 2 years ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆52Jun 10, 2021Updated 4 years ago