Optimization
Learning a Single Neuron Robustly to Distributional Shifts and Adversarial Label Noise
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In fact, without such assumptions, this problem is NP-hard [Sim02; MR18].
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9602d22a8c791f23f8e4d1398e3fb5be-Paper-Conference.pdf
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These theoretical findings are supported by experimental results.
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Mechanic: A Learning Rate Tuner
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Modern deep learning is driven by first-order stochastic optimization algorithms.
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Mechanic: A Learning Rate Tuner
Neural Information Processing Systems
Modern deep learning is driven by first-order stochastic optimization algorithms.
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