boolean function
Locally Private Learning without Interaction Requires Separation
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On Neuronal Capacity
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Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (1.00)
Trade-off Between Efficiency and Consistency for Removal-based Explanations
Nonetheless, these methods primarily emphasize efficiency in the original context, often resulting in general inconsistencies.
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Neural Sculpting: Uncovering hierarchically modular task structure in neural networks through pruning and network analysis
The high-level question in this work is: If we learn a task using a sufficiently deep NN, how can we uncover the underlying hierarchical organization of sub-functions in that task?
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Robustness
In this work, we systematically investigate how to design expressive Lipschitzneuralnetworks(w.r.t.
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