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01/29/2020
Safe Predictors for Enforcing Input-Output Specifications
We present an approach for designing correct-by-construction neural netw...
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06/07/2019
Kernelized Capsule Networks
Capsule Networks attempt to represent patterns in images in a way that p...
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03/22/2019
Interpretable Reinforcement Learning via Differentiable Decision Trees
Decision trees are ubiquitous in machine learning for their ease of use ...
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11/26/2018
Learning Robust Representations for Automatic Target Recognition
Radio frequency (RF) sensors are used alongside other sensing modalities...
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05/11/2018
