Distributional Shapley: A Distributional Framework for Data Valuation
☆32May 1, 2024Updated 2 years ago
Alternatives and similar repositories for DistributionalShapley
Users that are interested in DistributionalShapley are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆43Nov 10, 2022Updated 3 years ago
- Efficient Computation and Analysis of Distributional Shapley Values (AISTATS 2021)☆22Oct 19, 2023Updated 2 years ago
- Data Shapley: Equitable Valuation of Data for Machine Learning☆296May 1, 2024Updated 2 years ago
- A python library to discover and mitigate biases in machine learning models and datasets☆20Jul 6, 2023Updated 2 years ago
- How Robust are Randomized Smoothing based Defenses to Data Poisoning? (CVPR 2021)☆14Jul 16, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [IJCNN 2021] FedCM: A Real-time Contribution Measurement Method for Participants in Federated Learning☆11Aug 21, 2021Updated 4 years ago
- PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuatio…☆28Jun 1, 2026Updated 2 weeks ago
- [Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping☆10Feb 27, 2020Updated 6 years ago
- [MICCAI'21] Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning☆17Mar 23, 2022Updated 4 years ago
- Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value (ICML 2023)☆21Jul 26, 2023Updated 2 years ago
- Mixture of Decision Trees for Interpretable Machine Learning☆11Sep 2, 2021Updated 4 years ago
- ☆51Mar 24, 2023Updated 3 years ago
- OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)☆101Feb 4, 2025Updated last year
- A starter kit for transmission grid mapping in OpenStreetMap☆14Jun 16, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A GitHub Action to run pyright☆12Dec 5, 2024Updated last year
- 🏆🏅 Repository for the GEB team's winning solutions in the IEEE Hybrid Energy Forecasting and Trading Competition (HEFTCom).☆28Oct 4, 2025Updated 8 months ago
- Data for "Datamodels: Predicting Predictions with Training Data"☆96May 25, 2023Updated 3 years ago
- Code repository for the VLDB2023 paper "Zebra: When Temporal Graph Neural Networks Meet Temporal Personalized PageRank".☆11Apr 26, 2024Updated 2 years ago
- ☆24Oct 31, 2024Updated last year
- ☆15Nov 20, 2024Updated last year
- Open source differential privacy for energy efficiency analytics☆17Apr 6, 2021Updated 5 years ago
- ☆15Jun 3, 2026Updated 2 weeks ago
- A Python package for single-cell spatial image analysis.☆18Aug 24, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Pushing the limits of capsule networks.☆12Dec 7, 2022Updated 3 years ago
- [CVPR 2021] Scalability vs. Utility: Do We Have to Sacrifice One for the Other in Data Importance Quantification?☆34Dec 26, 2020Updated 5 years ago
- Efficient approximation algorithms for Shapley Values in Horizontal Enterprise Federated Learning☆13May 5, 2020Updated 6 years ago
- TextHide: Tackling Data Privacy in Language Understanding Tasks☆30Apr 19, 2021Updated 5 years ago
- pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation☆146Apr 13, 2026Updated 2 months ago
- Course Repository - TinyML - Machine Learning for Embedding Devices☆39Jul 15, 2024Updated last year
- SpinWalk, a framework for Monte-Carlo simulation to model spins random walk within a network. SpinWalk paper:☆14Mar 11, 2026Updated 3 months ago
- ☆13Oct 2, 2023Updated 2 years ago
- XAI-Bench is a library for benchmarking feature attribution explainability techniques☆72Jan 26, 2023Updated 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.
- ☆18Feb 7, 2024Updated 2 years ago
- ☆11Apr 4, 2025Updated last year
- Certified Removal from Machine Learning Models☆69Aug 23, 2021Updated 4 years ago
- ☆20Jun 1, 2022Updated 4 years ago
- Code for CVPR2018 "Iterative Learning with Open-set Noisy Labels"☆12Mar 12, 2021Updated 5 years ago
- Federated Principal Component Analysis Revisited!☆44Nov 1, 2021Updated 4 years ago
- ☆39Feb 25, 2024Updated 2 years ago