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eess.AS2021★ 1 cited
Robust Speech Representation Learning via Flow-based Embedding Regularization
Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan
Over the recent years, various deep learning-based methods were proposed for extracting a fixed-dimensional embedding vector from speech signals. Although the deep learning-based e…
cs.AI2021★ 4 cited
Deep Reinforcement Learning for Optimal Stopping with Application in Financial Engineering
Abderrahim Fathan, Erick Delage
Optimal stopping is the problem of deciding the right time at which to take a particular action in a stochastic system, in order to maximize an expected reward. It has many applica…