#

data-pruning

Here are 5 public repositories matching this topic...

aai-institute / pyDVL

pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation

machine-learning game-theory data-cleaning data-quality banzhaf-index influence-functions robust-machine-learning shapley-value data-valuation data-centric-ai transferlab least-core data-pruning

Updated Nov 13, 2024
Python

jihoontack / GradNCP

Learning Large-scale Neural Fields via Context Pruned Meta-Learning (NeurIPS 2023)

meta-learning neural-field implicit-neural-representation data-pruning

Updated Sep 24, 2023
Python

Linxyhaha / DEALRec

Data-efficient Fine-tuning for LLM-based Recommendation (SIGIR'24)

pytorch recommender-system influence-functions data-efficient large-language-models data-pruning

Updated Sep 9, 2024
Python

minnesotanlp / infoVerse

Jaehyung Kim et al's ACL 2023 paper on "infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-information"

nlp active-learning dpp data-annotation data-centric data-pruning

Updated Jun 28, 2023
Python

naotoo1 / BNSFRNPC

code for the paper Beyond Neural scaling laws for fast proven robust certification of nearest prototype classifiers

python machine-learning robust-optimization adversarial-learning interpretable-ai lvq nearest-prototype-classifiers prototype-based-models data-pruning robust-npc beyond-neural-scaling

Updated Mar 1, 2024
Terra

Improve this page

Add a description, image, and links to the data-pruning topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the data-pruning topic, visit your repo's landing page and select "manage topics."