Topic: data-valuation Goto Github
Some thing interesting about data-valuation
Some thing interesting about data-valuation
data-valuation,Code for the submission to the ML Reproducibility Challenge 2022, reproducing "If you like Shapley then you'll love the core"
Organization: aai-institute
data-valuation,pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation
Organization: aai-institute
Home Page: https://pydvl.org
data-valuation,The pyDVL slides for pyData Berlin 2024
Organization: aai-institute
Home Page: https://pydata2024.pydvl.org
data-valuation,PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuation of Data" by Amirata Ghorbani and James Zou [ICML 2019]
User: ajsanjoaquin
data-valuation,Code for paper 'Interpretable Triplet Importance for Personalized Ranking' in submission
User: bokwaiho
data-valuation,💱 A curated list of data valuation (DV) to design your next data marketplace
User: daviddao
data-valuation,The Medium of Exchange of Ecosystem
Organization: eternal-foundation
data-valuation,Simulation environment for data collection dynamics.
User: lfwa
Home Page: https://lfwa.github.io/datadynamics/
data-valuation,Code for the paper "The Journey, Not the Destination: How Data Guides Diffusion Models"
Organization: madrylab
Home Page: https://arxiv.org/abs/2312.06205
data-valuation,OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)
Organization: opendataval
Home Page: https://opendataval.github.io/
data-valuation,This is an official repository for "2D-Shapley: A Framework for Fragmented Data Valuation" (ICML2023).
Organization: ruoxi-jia-group
data-valuation,This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).
Organization: ruoxi-jia-group
Home Page: https://openreview.net/forum?id=JJuP86nBl4q
data-valuation,Intriguing Properties of Data Attribution on Diffusion Models (ICLR 2024)
Organization: sail-sg
Home Page: https://sail-sg.github.io/D-TRAK/
data-valuation,Papers about training data quality management for ML models.
Organization: sjtu-quant
data-valuation,Supplementary programmes for DeRDaVa: Deletion-Robust Data Valuation for Machine Learning.
User: snoidetx
Home Page: https://arxiv.org/abs/2312.11413
data-valuation,A Python Data Valuation Package
User: uvanlp
Home Page: https://uvanlp.org/valda
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