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05/03/2023
Automated Scientific Discovery: From Equation Discovery to Autonomous Discovery Systems
The paper surveys automated scientific discovery, from equation discover...
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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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06/29/2020