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followers: 6.0 following: 10.0 repos: 15.0 gists: 0.0

Name: Giandomenico Cornacchia

Type: User

Company: @IBMResearch

Bio: Hi, i'm a AI Research Scientist at IBM Research Ireland. We are currently investigating Safety, Robustness, Privacy, and Trustworthiness of LLMs.

Twitter: GiandomenicoC17

Location: Dublin, Ireland

Blog: https://www.linkedin.com/in/giandomenico-cornacchia-483a55130/

👋 Hi, I’m @giandos200
👀 I’m interested in Artificial Intelligence & Machine Learning
👦 I’m currently a Research Scientist IBM Research in Dublin, Ireland and Ph.D. candidate at the Polytechnic University of Bari.
💻 On the 8th of January, I joined IBM Research in Dublin, Ireland, as a Research Scientist in the Security & Privacy team.
📚 I daily work on Large Language Models (LLM) Security & Privacy. I’m looking to collaborate on Trustworthy AI (Fairness, Explainability, and Counterfactual Reasoning) wherever would be the domain of application.
✉️ 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!

Giandomenico Cornacchia's Projects

aif360

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.

code_stylometry

De-anonymizing Programmers via Code Stylometry

codegen

CodeGen is an open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.

controlling-llm-memorization

dice

Generate Diverse Counterfactual Explanations for any machine learning model.

dualfair

ecai23-counterfactual-reasoning-for-bias-evaluation-and-detection-in-a-fairness-under-unawareness

experiments_thesis_drl-recsys

ft-memorization

giandomenico-cornacchia

giandos200

Config files for my GitHub profile.

pyspark-alternative-leas-squares-mf-optimization

www-23-counterfactual-fair-opportunity-poster-

zemel-et-al.-2013-learning-fair-representations-

zhang-et-al-mitigating-unwanted-biases-with-adversarial-learning

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