Machine Learning and Data Mining group (MLDM)

Our researches have been focusing on provide solutions in various areas via AI approaches, including recommendation, Fin-Tech and decision making.

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Financial Behavior Analysis

Discovering and learning pattern from heterogeneous, temporal and large-scale financial-related behavioral data.

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Transfer Learning

Inspired by human beings’ capabilities to transfer knowledge across tasks.

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Financial Document Intelligence

Parsing richly formatted financial documents and extracting structured information to support financial regulation and FinTech applications.

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AI in Game Theory and Decision Making

Investigating reinforcement learning methods for understanding and explaining game theory and decision making scene, with special focus on safe RL, Texas hold 'em.

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Last Modified in Apr 20th, 2021

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