ZhaoxuanWu / DAVINZ-DataValuationLinks
Training-free data valuation on deep neural network applications. (ICML-2022)
☆25Updated 3 years ago
Alternatives and similar repositories for DAVINZ-DataValuation
Users that are interested in DAVINZ-DataValuation are comparing it to the libraries listed below
Sorting:
- A new code framework that uses pytorch to implement meta-learning, and takes Meta-Weight-Net as an example.☆61Updated 3 years ago
- 💱 A curated list of data valuation (DV) to design your next data marketplace☆125Updated 6 months ago
- A reproduced PyTorch implementation of the Adversarially Reweighted Learning (ARL) model, originally presented in "Fairness without Demog…☆20Updated 4 years ago
- This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence…☆338Updated last year
- Code for coreset selection methods☆239Updated 2 years ago
- [ICLR 2022] Official Code Repository for "TRGP: TRUST REGION GRADIENT PROJECTION FOR CONTINUAL LEARNING"☆21Updated 2 years ago
- translation of VHL repo in paddle☆25Updated 2 years ago
- Build PyTorch CIFAR100 using coarse labels☆39Updated 5 years ago
- [ICLR 2023] "Combating Exacerbated Heterogeneity for Robust Models in Federated Learning"☆31Updated 2 years ago
- A curated list of papers and resources about the distribution shift in machine learning.☆120Updated 2 years ago
- Implementation of Minimax Pareto Fairness framework☆21Updated 4 years ago
- ☆46Updated last year
- Awesome coreset/core-set/subset/sample selection works.☆178Updated last year
- ICLR‘2021: Robust Early-learning: Hindering the Memorization of Noisy Labels☆77Updated 4 years ago
- [ECCV24] "Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, …☆22Updated 2 months ago
- [NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gao…☆77Updated last year
- ☆49Updated 2 years ago
- ☆86Updated 2 years ago
- Official implementation of the paper "Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay" (AAAI-2…☆18Updated 3 years ago
- Papers and online resources related to machine learning fairness☆73Updated 2 years ago
- ☆18Updated last year
- This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence…☆16Updated 5 years ago
- ☆18Updated 3 years ago
- ☆24Updated 2 years ago
- This is the code for the paper Bayesian Invariant Risk Minmization of CVPR 2022.☆44Updated 2 years ago
- COALA: A Practical and Vision-Centric Federated Learning Platform, accepted to ICML'24☆119Updated 9 months ago
- Coresets via Bilevel Optimization☆66Updated 4 years ago
- ☆57Updated 5 years ago
- [ICML 2023] "On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation"☆24Updated last year
- Certified Removal from Machine Learning Models☆68Updated 4 years ago