Deep Learning
New computational algorithms make it possible to build neural networks with many input nodes and many layers, and distinguish "deep learning" of these networks from previous work on artificial neural nets.
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NoetherNetworks: Meta-LearningUsefulConserved Quantities
Neural Information Processing Systems
Useful biases often exploit symmetries intheprediction problem, suchasconvolutional networks relying on translation equivariance.
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PEACE: A Dataset of Pharmaceutical Care for Cancer Pain Analgesia Evaluation and Medication Decision
Neural Information Processing Systems
Over half of cancer patients experience long-term pain management challenges.
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