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A review of bias and fairness in artificial intelligence
Automating decision systems has led to hidden biases in the use of artificial intelligence (AI).
Consequently, explaining these decisions and identifying responsibilities has become a …
Consequently, explaining these decisions and identifying responsibilities has become a …
[HTML][HTML] Mitigating bias in artificial intelligence: Fair data generation via causal models for transparent and explainable decision-making
In the evolving field of Artificial Intelligence, concerns have arisen about the opacity of
certain models and their potential biases. This study aims to improve fairness and …
certain models and their potential biases. This study aims to improve fairness and …
[HTML][HTML] The path from task-specific to general purpose artificial intelligence for medical diagnostics: A bibliometric analysis
C Chang, W Shi, Y Wang, Z Zhang, X Huang… - Computers in Biology …, 2024 - Elsevier
Artificial intelligence (AI) has revolutionized many fields, and its potential in healthcare has
been increasingly recognized. Based on diverse data sources such as imaging, laboratory …
been increasingly recognized. Based on diverse data sources such as imaging, laboratory …
Going beyond compositions, DDPMs can produce zero-shot interpolations
J Deschenaux, I Krawczuk, G Chrysos… - ar** the future of humanity across almost every industry and will
continue to do so for the foreseeable future. In this chapter, the history of human attempts to …
continue to do so for the foreseeable future. In this chapter, the history of human attempts to …
Correcting Underrepresentation and Intersectional Bias for Classification
We consider the problem of learning from data corrupted by underrepresentation bias,
where positive examples are filtered from the data at different, unknown rates for a fixed …
where positive examples are filtered from the data at different, unknown rates for a fixed …
[HTML][HTML] Generative AI: Addressing Bias and Fairness
KS Spoorthi - insights2techinfo.com
The contents generative artificial intelligence of text, image and displayed sound is one of
the most wonderful inventions of the technology. However, it has experienced a rapid …
the most wonderful inventions of the technology. However, it has experienced a rapid …
[SITAATTI][C] Addressing Human-centered Artificial Intelligence: Fair Data Generation and Classification and Analyzing Algorithmic Curation in Social Media
A Rajabi - 2022