Enlightenments, like accidents, happen only to prepared minds.
--Herbert Simon


Financial Text Analysis

Investigate DL/RL methods for processing overlength, noisy and obscure financial-related text, e.g. financial news, reports, posts, etc., particularly on summarization and sentiment analysis. 


Financial Behavioral Data Mining

Investigate pattern  discovery, clustering, and representation learning methods for temporal, heterogenous and large-scale financial behavior data, especially for anomaly detection applications.


Refinement for Online Ads

Investigate machine learning methods for improving CTR/CVR for online advertisement recommendations, with special focus on cold-start prediction and model calibrations.

© Last modified on May 2021 by Xiang Ao

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