Influence Analysis and Estimation - Survey, Papers, and Taxonomy
☆88Feb 27, 2024Updated 2 years ago
Alternatives and similar repositories for influence_analysis_papers
Users that are interested in influence_analysis_papers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆40Dec 27, 2022Updated 3 years ago
- A simple PyTorch implementation of influence functions.☆96Jun 17, 2024Updated last year
- A fast, effective data attribution method for neural networks in PyTorch☆241Nov 18, 2024Updated last year
- Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature☆195May 23, 2026Updated 2 weeks ago
- Data for "Datamodels: Predicting Predictions with Training Data"☆96May 25, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆33Feb 11, 2025Updated last year
- ☆67Jan 13, 2022Updated 4 years ago
- Implementation of Estimating Training Data Influence by Tracing Gradient Descent (NeurIPS 2020)☆240Feb 14, 2022Updated 4 years ago
- A simple and efficient baseline for data attribution☆11Nov 10, 2023Updated 2 years ago
- ☆51Mar 24, 2023Updated 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
- AI Logging for Interpretability and Explainability🔬☆145Jun 7, 2024Updated 2 years ago
- Influence Estimation for Gradient-Boosted Decision Trees☆29May 27, 2024Updated 2 years ago
- This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence…☆347Oct 29, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Implementation of Gradient Information Optimization (GIO) for effective and scalable training data selection☆14Jun 22, 2023Updated 2 years ago
- Data Valuation without Training of a Model, submitted to ICLR'23☆22Dec 30, 2022Updated 3 years ago
- ☆64Apr 25, 2020Updated 6 years ago
- Code for the paper "The Journey, Not the Destination: How Data Guides Diffusion Models"☆25Dec 12, 2023Updated 2 years ago
- ☆46Sep 30, 2025Updated 8 months ago
- A simple Jax implementation of influence functions.☆21Apr 9, 2024Updated 2 years ago
- OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)☆101Feb 4, 2025Updated last year
- ☆18Mar 1, 2022Updated 4 years ago
- ☆62Jun 8, 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.
- No-brainer model combining LightGBM and XGBoost with hyperparameter tuning using Optuna☆23May 11, 2026Updated last month
- Debiasing Through Data Attribution☆13May 23, 2024Updated 2 years ago
- `dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.☆123Mar 24, 2026Updated 2 months ago
- 💱 A curated list of data valuation (DV) to design your next data marketplace☆143Feb 20, 2025Updated last year
- Code for the CSF 2018 paper "Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting"☆37Jan 28, 2019Updated 7 years ago
- ☆16Apr 14, 2021Updated 5 years ago
- pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation☆146Apr 13, 2026Updated last month
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆79Nov 14, 2024Updated last year
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆43Nov 10, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆12Oct 4, 2023Updated 2 years ago
- Official repo for the paper "Bilinear MLPs enable weight-based mechanistic interpretability".