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Department of Informatics Artificial Intelligence and Machine Learning Group

Yu Linghu

Personal Information

 

Yu Linghu

Ph.D. Student

Artificial Intelligence and Machine Learning (AIML) Group

University of Zurich

Andreasstrasse 15, 8050 Zurich

Room: AND 2.56

Email: linghu@ifi.uzh.ch or yu.linghu@uzh.ch

Research

 

Current topic: Fairness on Biometrics Experiments

Goal: for demographics attributes like race, gender, and age, improve the fairness discrepancy rate of the system without downgrading the ROC performance

  1. Scoring-time fairness
  2. Training-time fairness

Past topic: Open-set Face Recognition with Entropic Loss Function and Adversarial Samples (Master’s Thesis)

Background

BSc in Mathematics (The Ohio State University, US)

MSc in Informatics (University of Zurich, Switzerland)