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10 followers · 4 following

Achievements

Achievement: Pull Sharkx2Achievement: StarstruckAchievement: YOLO

Achievements

Achievement: Pull Sharkx2Achievement: StarstruckAchievement: YOLO

Organizations

@safe-autonomous-systems

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salomonhotegni/README.md

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👨🏻 About Me

  • 🔭 I’m currently a PhD Student in Computer Science (Multi-criteria Machine Learning) at TU Dortmund, in Germany (🇩🇪), and I'm working on the development of efficient optimization algorithms for training neural networks regarding multiple conflicting objective functions.
  • 🤔   Writing, reading and exploring new technologies.

🖥️ Open-Source Projects

Machine Learning
Title Stars Technologies
SightCite Stars PyTorch Hugging Face LangChain
SPREAD Stars PyTorch
MOREL Stars PyTorch
MDMTN Stars PyTorch
MLOps
Title Stars Technologies
SemanticCart Stars PyTorch FastAPI Docker
Agents
Title Stars Technologies
ghw-awesome-agents Stars Backboard
PyPi Packages
Title Stars Technologies
moospread Stars PyTorch
advermorel Stars PyTorch

Coder GIF

📈 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 6.2k 1.3k

  2. MDMTN MDMTN Public

    [IJCNN 2024] Multi-Objective Optimization for Sparse Deep Multi-Task Learning

    Python 16 2

  3. MOREL MOREL Public

    [ICANN 2025] Enhancing Adversarial Robustness through Multi-Objective Representation Learning

    Python 5

  4. safe-autonomous-systems/moo-spread safe-autonomous-systems/moo-spread Public

    [ICLR 2026] SPREAD: Sampling-based Pareto front Refinement via Efficient Adaptive Diffusion

    Jupyter Notebook 3 1