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Welcome to Statistical Learning & Computational Finance Laboratory, the National Leading Research Lab. (NLRL) at Department of Industrial Engineering, Seoul National University

SAFE AI: Stability Analysis for Financial Engineering & Artificial Intelligence

SAFE AI aims at designing truly safe AI systems that are ethically fair, privacy & security assured, algorithmically stable, and interpretable to humans.

Statistical Learning = Statistical Inference + Machine Learning

• Statistical Inference : deducing properties of an underlying distribution of a population by deriving estimates and testing hypotheses from data
• Machine Learning : designing and implementing algorithms that are able to extract knowledge or hypothesis from data and to make predictions on data