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02/08/2021
Eliminating Sharp Minima from SGD with Truncated Heavy-tailed Noise
The empirical success of deep learning is often attributed to SGD's myst...
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01/22/2020
Keyword-based Topic Modeling and Keyword Selection
Certain type of documents such as tweets are collected by specifying a s...
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05/14/2018
BCI-Based Strategies on Stroke Rehabilitation with Avatar and FES Feedback
Stroke is the leading cause of serious and long-term disability worldwid...
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01/07/2018
Competitive Multi-agent Inverse Reinforcement Learning with Sub-optimal Demonstrations
This paper considers the problem of inverse reinforcement learning in ze...
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08/26/2013