Jun.-Prof. Dr. Sophie Fellenz

  • Jun.-Prof. Dr. Sophie Fellenz

    Junior professor for machine learning at RPTU


Basic Research

  • Probabilistic and generative models

Application related Research

  • Text data, time series data, applications in chemical engineering

Activities as a Reviewer

    • BMBF
    • DAAD
    • NeurIPS
    • ICML
    • ICLR
    • AAAI
    • ECML

Received Awards, Prizes, Honors

  • PRIME Research scholarship

Special Expertise

  • Basic Research

    • Machine Learning (ML): Self-Supervised Learning, Reinforcement Learning (RL), Unsupervised Learning, Feature Engineering/Feature Extraction
    • Technology Analysis: Sociological Aspects, Human-AI Interaction

  • Application related Research

    • Smart Assistant Systems: Virtual Assistants, Digital Medicine, Smart Production, Biotechnology (Biotech)
    • Autonomous Systems: Bots
    • Language and Text Comprehension
    • Image Recognition and Understanding: Text Recognition
    • Technology Analysis: Sociological Aspects, Technology Assessment

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