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04/02/2023
Learning by Grouping: A Multilevel Optimization Framework for Improving Fairness in Classification without Losing Accuracy
The integration of machine learning models in various real-world applica...
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04/11/2022
ACuTE: Automatic Curriculum Transfer from Simple to Complex Environments
Despite recent advances in Reinforcement Learning (RL), many problems, e...
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11/11/2021
Learning from Mistakes – A Framework for Neural Architecture Search
Learning from one's mistakes is an effective human learning technique wh...
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09/15/2021
A Framework for Multisensory Foresight for Embodied Agents
Predicting future sensory states is crucial for learning agents such as ...
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12/23/2020
Learning by Self-Explanation, with Application to Neural Architecture Search
Learning by self-explanation, where students explain a learned topic to ...
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12/11/2020
DSRNA: Differentiable Search of Robust Neural Architectures
In deep learning applications, the architectures of deep neural networks...
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12/12/2019