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08/04/2022
Invariant Representations with Stochastically Quantized Neural Networks
Representation learning algorithms offer the opportunity to learn invari...
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02/07/2022
Fair Interpretable Representation Learning with Correction Vectors
Neural network architectures have been extensively employed in the fair ...
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01/17/2022
Fair Interpretable Learning via Correction Vectors
Neural network architectures have been extensively employed in the fair ...
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01/17/2022
Fair Group-Shared Representations with Normalizing Flows
The issue of fairness in machine learning stems from the fact that histo...
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10/23/2020
Ranking Creative Language Characteristics in Small Data Scenarios
The ability to rank creative natural language provides an important gene...
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09/06/2019