47 citations · 98 across the 10 of their papers we have counts for
Showing 2019Show all
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cs.SD2019★ 1 cited
On Investigation of Unsupervised Speech Factorization Based on Normalization Flow
Haoran Sun, Yunqi Cai, Lantian Li +1
Speech signals are complex composites of various information, including phonetic content, speaker traits, channel effect, etc. Decomposing this complicated mixture into independent…
math.OC2019★ 12 cited
Improving the Sample and Communication Complexity for Decentralized Non-Convex Optimization: A Joint Gradient Estimation and Tracking Approach
Haoran Sun, Songtao Lu, Mingyi Hong
Many modern large-scale machine learning problems benefit from decentralized and stochastic optimization. Recent works have shown that utilizing both decentralized computing and lo…
eess.SY2019
Alice's Adventures in the Markovian World
Zhanzhan Zhao, Haoran Sun
This paper proposes an algorithm Alice having no access to the physics law of the environment, which is actually linear with stochastic noise, and learns to make decisions directly…