amiratag / DistributionalShapleyLinks
Distributional Shapley: A Distributional Framework for Data Valuation
☆30Updated last year
Alternatives and similar repositories for DistributionalShapley
Users that are interested in DistributionalShapley are comparing it to the libraries listed below
Sorting:
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆42Updated 3 years ago
- Implementation of the paper "Shapley Explanation Networks"☆88Updated 4 years ago
- OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)☆99Updated 9 months ago
- An Empirical Framework for Domain Generalization In Clinical Settings☆30Updated 3 years ago
- Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value (ICML 2023)☆20Updated 2 years ago
- Efficient Computation and Analysis of Distributional Shapley Values (AISTATS 2021)☆22Updated 2 years ago
- Tilted Empirical Risk Minimization (ICLR '21)☆60Updated 2 years ago
- ☆31Updated 4 years ago
- Fair Empirical Risk Minimization (FERM)☆37Updated 5 years ago
- [CVPR 2021] Scalability vs. Utility: Do We Have to Sacrifice One for the Other in Data Importance Quantification?☆33Updated 4 years ago
- Self-Explaining Neural Networks☆43Updated 5 years ago
- Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.☆175Updated 2 years ago
- ☆14Updated 5 years ago
- ☆50Updated 2 years ago
- PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuatio…☆27Updated 3 years ago
- 💱 A curated list of data valuation (DV) to design your next data marketplace☆131Updated 8 months ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆51Updated 4 years ago