[CVPR 2021] Scalability vs. Utility: Do We Have to Sacrifice One for the Other in Data Importance Quantification?
☆34Dec 26, 2020Updated 5 years ago
Alternatives and similar repositories for Shapley-Study
Users that are interested in Shapley-Study are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official Repo for "Efficient task-specific data valuation for nearest neighbor algorithms"☆27Feb 21, 2020Updated 6 years ago
- Measuring data importance over ML pipelines using the Shapley value.☆45Aug 26, 2025Updated 10 months ago
- Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value (ICML 2023)☆21Jul 26, 2023Updated 2 years ago
- pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation☆146Apr 13, 2026Updated 2 months ago
- PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuatio…☆28Jun 1, 2026Updated last month
- 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.
- This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).☆55Jun 5, 2024Updated 2 years ago
- A Python Data Valuation Package☆35Feb 3, 2023Updated 3 years ago
- OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)☆101Feb 4, 2025Updated last year
- Data Shapley: Equitable Valuation of Data for Machine Learning☆298May 1, 2024Updated 2 years ago
- AdvDoor: Adversarial Backdoor Attack of Deep Learning System☆32Nov 5, 2024Updated last year
- Data Banzhaf: A Robust Data Valuation Framework for Machine Learning (AISTATS 2023 Oral)☆18Oct 15, 2023Updated 2 years ago
- This is a simple backdoor model for federated learning.We use MNIST as the original data set for data attack and we use CIFAR-10 data set…☆14Jun 19, 2020Updated 6 years ago
- ☆19Jun 21, 2021Updated 5 years ago
- ☆16Jun 26, 2021Updated 5 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.
- Implementation of Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning paper☆21Jun 3, 2020Updated 6 years ago
- Distributional Shapley: A Distributional Framework for Data Valuation☆32May 1, 2024Updated 2 years ago
- ☆21May 29, 2026Updated last month
- Contains the implementation of the EDAIN and EDAIN-KL methods proposed in our paper. The research was also part of the thesis I wrote as …☆16Feb 19, 2024Updated 2 years ago
- Scalable data valuation using optimal transport (ICLR 2025)☆13Jul 15, 2025Updated 11 months ago
- ☆51Mar 24, 2023Updated 3 years ago
- Official code implementation of "GEX: A flexible method for approximating influence via Geometric Ensemble" (NeurIPS 2023)☆14Jan 3, 2024Updated 2 years ago
- ☆14Apr 11, 2021Updated 5 years ago
- Multilabel Out-of-Distribution Detection☆10Nov 23, 2020Updated 5 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.
- The Linear Optimal Transport Framework☆16Oct 7, 2020Updated 5 years ago
- BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions☆26Aug 8, 2024Updated last year
- This repository contains the code and released models for the paper Segmenting Text and Learning Their Rewards for Improved RLHF in Langu…☆19Jan 8, 2025Updated last year
- Code for CVPR2018 "Iterative Learning with Open-set Noisy Labels"☆12Mar 12, 2021Updated 5 years ago
- This is an official repository for "Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources" (…☆14Oct 26, 2023Updated 2 years ago
- DP-HyperparamTuning offers an array of tools for fast and easy hypertuning of various hyperparameters for the DP-SGD algorithm.☆23Sep 27, 2021Updated 4 years ago
- ☆68Sep 29, 2020Updated 5 years ago
- Implementation of Geolocated Articles Processing and Poverty Mapping - [KDD19]☆19Apr 24, 2021Updated 5 years ago
- ☆20Apr 25, 2023Updated 3 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.
- ☆25Nov 14, 2022Updated 3 years ago
- Random scripts and files I use for Android reversing☆17Feb 19, 2013Updated 13 years ago
- Federated Dynamic Sparse Training☆31May 26, 2022Updated 4 years ago
- ☆24Apr 29, 2022Updated 4 years ago
- Codebase for "Exploring the Landscape of Spatial Robustness" (ICML'19, https://arxiv.org/abs/1712.02779).☆25Sep 16, 2019Updated 6 years ago
- ☆38Apr 9, 2021Updated 5 years ago
- [CCS 2025] DPImageBench is an open-source toolkit developed to facilitate the research and application of DP image synthesis.☆34Feb 19, 2026Updated 4 months ago