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giandos200/README.md
  • 👋 Hi, I’m @giandos200
  • 👀 I’m interested in Artificial Intelligence & Machine Learning
  • 👦 I’m currently a Ph.D. candidate at the Polytechnic of Bari and an ex-Research intern at IBM Research in Dublin, Ireland.
  • 💻 On the 8th of January, I joined IBM Research in Dublin, Ireland, as a Research Scientist in the Security & Privacy team.
  • 📚 I’m looking to collaborate on Trustworthy AI (Fairness, Explainability, and Counterfactual Reasoning) wherever would be the domain of application. I'm also working on Large Language Models (LLM) Security & Privacy. I'm also curious about Fairness in Recommender Systems and Deep Reinforcement Learning in Session-based Recommender Systems
  • ✉️ Please, contact me on my mail: giando95menico[at]gmail[dot]com
  • 📜 If you are curious about my published research papers, visit my Google scholar profile!

Pinned

  1. Zhang-et-al-Mitigating-Unwanted-Biases-with-Adversarial-Learning Zhang-et-al-Mitigating-Unwanted-Biases-with-Adversarial-Learning Public

    Python 8 3

  2. Zemel-et-al.-2013-Learning-Fair-Representations- Zemel-et-al.-2013-Learning-Fair-Representations- Public

    Python 1

  3. PySpark-Alternative-Leas-Squares-MF-optimization PySpark-Alternative-Leas-Squares-MF-optimization Public

    Python

  4. Trusted-AI/AIF360 Trusted-AI/AIF360 Public

    A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

    Python 2.3k 817

  5. interpretml/DiCE interpretml/DiCE Public

    Generate Diverse Counterfactual Explanations for any machine learning model.

    Python 1.3k 182

  6. WWW-23-Counterfactual-Fair-Opportunity-Poster- WWW-23-Counterfactual-Fair-Opportunity-Poster- Public

    Python 2