Distributional Shapley: A Distributional Framework for Data Valuation
☆31May 1, 2024Updated last year
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
- Data Shapley: Equitable Valuation of Data for Machine Learning☆294May 1, 2024Updated last year
- 💱 A curated list of data valuation (DV) to design your next data marketplace☆141Feb 20, 2025Updated last year
- How Robust are Randomized Smoothing based Defenses to Data Poisoning? (CVPR 2021)☆14Jul 16, 2021Updated 4 years ago
- PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuatio…☆28Jan 21, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [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
- ☆51Mar 24, 2023Updated 3 years ago
- Tutorial on how to use the SHAP library to explain the feature importance with Shapley values.☆19Sep 19, 2019Updated 6 years ago
- A GitHub Action to run pyright☆12Dec 5, 2024Updated last year
- Source code for the Joint Shapley values: a measure of joint feature importance☆12Sep 14, 2021Updated 4 years ago
- 复现 Soft-Masked BERT, 论文 Spelling Error Correction with Soft-Masked BERT☆12Oct 14, 2020Updated 5 years ago
- Pushing the limits of capsule networks.☆12Dec 7, 2022Updated 3 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.
- ☆12Jul 2, 2018Updated 7 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 5 years ago
- TextHide: Tackling Data Privacy in Language Understanding Tasks☆30Apr 19, 2021Updated 5 years ago
- Profit Allocation for Federated Learning☆25Apr 27, 2020Updated 5 years ago
- Course Repository - TinyML - Machine Learning for Embedding Devices☆38Jul 15, 2024Updated last year
- XAI-Bench is a library for benchmarking feature attribution explainability techniques☆72Jan 26, 2023Updated 3 years ago
- A python linear mixed model package model for GWAS☆13Apr 8, 2022Updated 4 years ago
- ☆18Feb 7, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆11Apr 4, 2025Updated last year
- Multilabel Out-of-Distribution Detection☆10Nov 23, 2020Updated 5 years ago
- Certified Removal from Machine Learning Models☆69Aug 23, 2021Updated 4 years ago
- This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).☆52Jun 5, 2024Updated last year
- [Under Progress] Code & Data for the AAAI 2020 Paper "Likelihood Ratios and Generative Classifiers For Unsupervised OOD Detection In Task…☆10Jul 25, 2024Updated last year
- ☆20Jun 1, 2022Updated 3 years ago
- [NeurIPS 2023] Differentially Private Image Classification by Learning Priors from Random Processes☆12Jun 12, 2023Updated 2 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
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆39Feb 25, 2024Updated 2 years ago
- Forecast-PEFT: Parameter-Efficient Fine-Tuning for Pre-trained Motion Forecasting Models☆14Oct 6, 2024Updated last year
- Evidential Calibration☆11Mar 8, 2022Updated 4 years ago
- An amortized approach for calculating local Shapley value explanations☆104Nov 29, 2023Updated 2 years ago
- ☆11Sep 16, 2023Updated 2 years ago
- Simple correct&smooth implementation in PyTorch.☆13Nov 8, 2022Updated 3 years ago
- ☆33May 14, 2022Updated 3 years ago