Data Leverage References

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Tag: data-value (8 references)

What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions 2024 article

Choe, Sang Keun and Ahn, Hwijeen and Bae, Juhan and Zhao, Kewen and Kang, Minsoo and Chung, Youngseog and Pratapa, Adithya and Neiswanger, Willie and Strubell, Emma and Mitamura, Teruko and Schneider, Jeff and Hovy, Eduard and Grosse, Roger and Xing, Eric

data-governanceml-methodsdata-attributiondata-valueinterpretabilitylanguage-models
View details Source arXiv preprint arXiv:2405.13954
Data {Flywheel} {Go} {Brrr}: {Using} {Your} {Users} to {Build} {Better} {Products} - {Jason} {Liu} 2024 misc

Liu, Jason

Explore how data flywheels leverage user feedback to enhance product development and achieve business success with AI.

data-governancedata-value
View details Source
What is a {Data} {Flywheel}? {A} {Guide} to {Sustainable} {Business} {Growth} 2024 misc

Roche, Adam, Sassoon, Yali

data-governancedata-valueblog
View details Source Snowplow Blog
The data addition dilemma 2024 article

Shen, Judy Hanwen, Raji, Inioluwa Deborah, Chen, Irene Y

data-governancedata-value
View details Source arXiv preprint arXiv:2408.04154
Data-Sharing Markets: Model, Protocol, and Algorithms to Incentivize the Formation of Data-Sharing Consortia 2023 article

Raul Castro Fernandez

data-governancedata-value
View details Source Proceedings of the ACM on Management of Data
Beta Shapley: A Unified and Noise-Reduced Data Valuation Framework for Machine Learning 2021 article

Kwon, Yongchan and Zou, James

data-governancedata-value
View details Source arXiv preprint arXiv:2110.14049
Towards Efficient Data Valuation Based on the Shapley Value 2019 inproceedings

Ruoxi Jia, Dah-Yuan Dao, Boxin Wang, Frances Ann Hubis, Nick Hynes, Neslihan M. Gurel, Carl J. Spanos

data-governancedata-attributiondata-valueshapley-value
View details Source International Conference on Artificial Intelligence and Statistics
Mapping the Potential and Pitfalls of "Data Dividends" as a Means of Sharing the Profits of Artificial Intelligence 2019 article

Nicholas Vincent, Yichun Li, Renee Zha, Brent Hecht

data-governancedata-value
View details Source arXiv preprint arXiv:1912.00757