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Self-Tuning Stochastic Optimization with Curvature-Aware Gradient Filtering


Nov 09, 2020
Ricky T. Q. Chen, Dami Choi, Lukas Balles, David Duvenaud, Philipp Hennig


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Gradient Estimation with Stochastic Softmax Tricks


Jun 15, 2020
Max B. Paulus, Dami Choi, Daniel Tarlow, Andreas Krause, Chris J. Maddison


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On Empirical Comparisons of Optimizers for Deep Learning


Oct 11, 2019
Dami Choi, Christopher J. Shallue, Zachary Nado, Jaehoon Lee, Chris J. Maddison, George E. Dahl


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Faster Neural Network Training with Data Echoing


Jul 12, 2019
Dami Choi, Alexandre Passos, Christopher J. Shallue, George E. Dahl


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Backpropagation through the Void: Optimizing control variates for black-box gradient estimation


Feb 23, 2018
Will Grathwohl, Dami Choi, Yuhuai Wu, Geoffrey Roeder, David Duvenaud

* Published at ICLR 2018 

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