research
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10/27/2021
Online Selective Classification with Limited Feedback
Motivated by applications to resource-limited and safety-critical domain...
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10/15/2020
Selective Classification via One-Sided Prediction
We propose a novel method for selective classification (SC), a problem w...
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08/22/2019
RNNs Evolving on an Equilibrium Manifold: A Panacea for Vanishing and Exploding Gradients?
Recurrent neural networks (RNNs) are particularly well-suited for modeli...
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08/22/2019
RNNs Evolving in Equilibrium: A Solution to the Vanishing and Exploding Gradients
Recurrent neural networks (RNNs) are particularly well-suited for modeli...
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03/02/2019