ykwon0407 / beta_shapleyView external linksLinks
Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)
☆43Nov 10, 2022Updated 3 years ago
Alternatives and similar repositories for beta_shapley
Users that are interested in beta_shapley are comparing it to the libraries listed below
Sorting:
- Efficient Computation and Analysis of Distributional Shapley Values (AISTATS 2021)☆22Oct 19, 2023Updated 2 years ago
- Distributional Shapley: A Distributional Framework for Data Valuation☆30May 1, 2024Updated last year
- PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuatio…☆27Jan 21, 2022Updated 4 years ago
- OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)☆100Feb 4, 2025Updated last year
- Official Repo for "Efficient task-specific data valuation for nearest neighbor algorithms"☆26Feb 21, 2020Updated 5 years ago
- pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation☆142Jan 16, 2026Updated 3 weeks ago
- Measuring data importance over ML pipelines using the Shapley value.☆45Aug 26, 2025Updated 5 months ago
- ☆17Jun 15, 2019Updated 6 years ago
- SODEN: A Scalable Continuous-Time Survival Model through Ordinary Differential Equation Networks☆14Mar 2, 2023Updated 2 years ago
- Data Shapley: Equitable Valuation of Data for Machine Learning☆288May 1, 2024Updated last year
- Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value (ICML 2023)☆21Jul 26, 2023Updated 2 years ago
- Data for "Datamodels: Predicting Predictions with Training Data"☆97May 25, 2023Updated 2 years ago
- Source code for the Joint Shapley values: a measure of joint feature importance☆13Sep 14, 2021Updated 4 years ago
- ☆11Sep 16, 2023Updated 2 years ago
- A comparison of some conformal quantile regression methods.☆13Sep 14, 2019Updated 6 years ago
- Locally Valid and Discriminative Prediction Intervals for Deep Learning Models☆13May 22, 2023Updated 2 years ago
- 💱 A curated list of data valuation (DV) to design your next data marketplace☆137Feb 20, 2025Updated 11 months ago
- Scalable data valuation using optimal transport (ICLR 2025)☆13Jul 15, 2025Updated 6 months ago
- Official Implementation of "Doubly Mixed-Effects Gaussian Process Regression" (Jun Ho Yoon, Daniel P. Jeong, Seyoung Kim) (AISTATS 2022, …☆13Jul 13, 2022Updated 3 years ago
- Efficient approximation algorithms for Shapley Values in Horizontal Enterprise Federated Learning☆13May 5, 2020Updated 5 years ago
- ☆16May 9, 2022Updated 3 years ago
- Code for NeurIPS'23 paper "A Bayesian Approach To Analysing Training Data Attribution In Deep Learning"☆17Jan 12, 2024Updated 2 years ago
- ☆20Jun 1, 2022Updated 3 years ago
- For calculating Shapley values via linear regression.☆73Jun 6, 2021Updated 4 years ago
- ☆18Mar 12, 2019Updated 6 years ago
- Code for the paper "A Fully Hyperbolic Neural Model for Hierarchical Multi-class Classification"☆17Nov 17, 2020Updated 5 years ago
- Influence Analysis and Estimation - Survey, Papers, and Taxonomy☆87Feb 27, 2024Updated last year
- Code for the paper, "Industrial, large-scale model predictive control with structured neural networks."☆19Nov 29, 2021Updated 4 years ago
- Official Code Repository for the paper "Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation …☆20Jun 19, 2023Updated 2 years ago
- Code for the paper "Adversarial Neural Pruning with Latent Vulnerability Suppression"☆15Nov 23, 2022Updated 3 years ago
- PyTorch Lightning template for rapid, scalable and reproducible ML experimentation with best practices.☆25Oct 8, 2025Updated 4 months ago
- This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).☆52Jun 5, 2024Updated last year
- Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)☆53Aug 26, 2021Updated 4 years ago
- Source code for the ACML 2019 paper "Functional Isolation Forest".☆21Jul 7, 2022Updated 3 years ago
- ☆19Jan 8, 2021Updated 5 years ago
- Detecting Statistical Interactions from Neural Network Weights☆49May 3, 2020Updated 5 years ago
- The code of "Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering", ECML-PKDD 2020.☆21Dec 8, 2022Updated 3 years ago
- ☆21May 11, 2022Updated 3 years ago
- This is the source code for Learning Deep Kernels for Non-Parametric Two-Sample Tests (ICML2020).☆53Jun 21, 2021Updated 4 years ago