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salomonhotegni/README.md

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๐Ÿ‘จ๐Ÿป About Me

  • ๐Ÿ”ญ Iโ€™m currently a PhD Student in Computer Science (Multi-criteria Machine Learning) at TU Dortmund, in Germany (๐Ÿ‡ฉ๐Ÿ‡ช), and I'm working on the development of efficient optimization algorithms for training neural networks regarding multiple conflicting objective functions.
  • ๐Ÿค” ย  Writing, reading and exploring new technologies.

๐Ÿ–ฅ๏ธ Open-Source Projects

Machine Learning PyPi Packages
Title Stars Technologies
MDMTN Stars PyTorch
MOREL Stars PyTorch
Title Stars Technologies
AdverMOREL Stars PyTorch

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๐Ÿ“ˆ Stats


My Github Stats


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  1. Trusted-AI/adversarial-robustness-toolbox Trusted-AI/adversarial-robustness-toolbox Public

    Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

    Python 5.8k 1.3k

  2. MDMTN MDMTN Public

    Source code for the IJCNN2024 paper titled "Multi-Objective Optimization for Sparse Deep Multi-Task Learning"

    Python 16 2

  3. MOREL MOREL Public

    Source code for the paper titled "Enhancing Adversarial Robustness through Multi-Objective Representation Learning"

    Python 4