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20162022
most citedFurcaNet: An end-to-end deep gated convolutional, long short-term memory, deep neural networks for single channel speech separation

15 citations · 39 across the 10 of their papers we have counts for

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3 papers · 1 filter

stat.ML2018

Stochastic Zeroth-order Optimization via Variance Reduction method

Liu Liu, Minhao Cheng, Cho-Jui Hsieh +1

Derivative-free optimization has become an important technique used in machine learning for optimizing black-box models. To conduct updates without explicitly computing gradient, m…

stat.ML2017★ 12 cited

Variance Reduced methods for Non-convex Composition Optimization

Liu Liu, Ji Liu, Dacheng Tao

This paper explores the non-convex composition optimization in the form including inner and outer finite-sum functions with a large number of component functions. This problem aris…

stat.ML2017

Duality-free Methods for Stochastic Composition Optimization

Liu Liu, Ji Liu, Dacheng Tao

We consider the composition optimization with two expected-value functions in the form of ,…