Bias-aware ranking from pairwise comparisons
Sign Up to like & getrecommendations! Published in 2024 at "Data Mining and Knowledge Discovery"
DOI: 10.1007/s10618-024-01024-z
Abstract: Human feedback is often used, either directly or indirectly, as input to algorithmic decision making. However, humans are biased: if the algorithm that takes as input the human feedback does not control for potential biases,… read more here.
Keywords: ranking pairwise; quality; aware ranking; evaluator ... See more keywords
Adaptive Bias-Aware Feature Generation for Generalized Zero-Shot Learning
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2021.3125134
Abstract: Zero-Shot Learning (ZSL) aims to recognize unseen classes that never appear during training. Recently, generative adversarial networks (GANs) have been introduced to convert ZSL into a supervised learning problem by synthesizing unseen visual features. However,… read more here.
Keywords: visual features; adaptive bias; bias aware; shot learning ... See more keywords