Strategic data navigation: information value-based sample selection
Sign Up to like & getrecommendations! Published in 2024 at "Artificial Intelligence Review"
DOI: 10.1007/s10462-024-10813-3
Abstract: Artificial Intelligence represents a rapidly expanding domain, with several industrial applications demonstrating its superiority over traditional techniques. Despite numerous advancements within the subfield of Machine Learning, it encounters persistent challenges, highlighting the importance of ongoing… read more here.
Keywords: information; navigation; supervised learning; strategic data ... See more keywords
Competitive Statistical Estimation With Strategic Data Sources
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2019.2922190
Abstract: In recent years, data have played an increasingly important role in the economy as a good in its own right. In many settings, data aggregators cannot directly verify the quality of the data they purchase,… read more here.
Keywords: statistical estimation; competitive statistical; aggregator; strategic data ... See more keywords