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07/02/2023
Tools for Verifying Neural Models' Training Data
It is important that consumers and regulators can verify the provenance ...
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11/09/2020
Self-Tuning Stochastic Optimization with Curvature-Aware Gradient Filtering
Standard first-order stochastic optimization algorithms base their updat...
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06/15/2020
Gradient Estimation with Stochastic Softmax Tricks
The Gumbel-Max trick is the basis of many relaxed gradient estimators. T...
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10/11/2019
On Empirical Comparisons of Optimizers for Deep Learning
Selecting an optimizer is a central step in the contemporary deep learni...
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07/12/2019