 Proximal BackpropagationInternational Conference on Learning Representations (ICLR), 2017 |
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 Stochastic Subsampling for Factorizing Huge MatricesIEEE Transactions on Signal Processing (IEEE TSP), 2017 |
 Towards Principled Methods for Training Generative Adversarial NetworksInternational Conference on Learning Representations (ICLR), 2017 |
 Coupling Adaptive Batch Sizes with Learning RatesConference on Uncertainty in Artificial Intelligence (UAI), 2016 |
 Stochastic Optimization with Variance Reduction for Infinite Datasets
with Finite-Sum StructureNeural Information Processing Systems (NeurIPS), 2016 |
 Benchmarking State-of-the-Art Deep Learning Software ToolsInternational Conference on Cloud Computing and Big Data (ICCCBD), 2016 |
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