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05/15/2021
An Effective Baseline for Robustness to Distributional Shift
Refraining from confidently predicting when faced with categories of inp...
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10/16/2020
Autonomous Control of a Particle Accelerator using Deep Reinforcement Learning
We describe an approach to learning optimal control policies for a large...
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09/10/2020
Why I'm not Answering
Safe deployment of deep learning systems in critical real world applicat...
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05/27/2019
On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks
Mixup zhang2017mixup is a recently proposed method for training deep neu...
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05/27/2019