AAAI Workshop on Artificial Intelligence with Biased or Scarce Data (AIBSD)

AAAI Workshop on Artificial Intelligence with Biased or Scarce Data (AIBSD)

This book is a collection of the accepted papers presented at the Workshop on Artificial Intelligence with Biased or Scarce Data (AIBSD) in conjunction with the 36th AAAI Conference on Artificial Intelligence 2022. During AIBSD 2022, the attendees addressed the existing issues of data bias and scarc...

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Bibliographic Details
Format: eBook
Language:English
Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2022
Subjects:
History of engineering & technology
Technology: general issues
bias detection
contextualized embeddings
contrastive learning
coresets
deep learning
face-recognition models
facial attributes
fairness
forecasting
gender bias
natural language processing
noisy labels
optimization
out-of-distribution generalization
permutation equivariance
robustness
social bias
supervised contrastive learning
temporal bias
transfer learning
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Open Access: DOAB: description of the publication
Open Access: DOAB, download the publication

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