giandos200
Hi, I'm an AI Research Scientist at IBM Research Ireland, working on Safety, Robustness, Privacy, and Trustworthiness of LLMs.
@IBMResearchDublin, Ireland
Pinned Repositories
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.
ECAI23-Counterfactual-Reasoning-for-Bias-Evaluation-and-Detection-in-a-Fairness-under-Unawareness
WWW-23-Counterfactual-Fair-Opportunity-Poster-
Zemel-et-al.-2013-Learning-Fair-Representations-
Zhang-et-al-Mitigating-Unwanted-Biases-with-Adversarial-Learning
Adversarial-Prompt-Evaluation
Code Implementation of Adversarial Prompt Evaluation paper
DiCE
Generate Diverse Counterfactual Explanations for any machine learning model.
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.
giandos200's Repositories
giandos200/Zhang-et-al-Mitigating-Unwanted-Biases-with-Adversarial-Learning
giandos200/ECAI23-Counterfactual-Reasoning-for-Bias-Evaluation-and-Detection-in-a-Fairness-under-Unawareness
giandos200/WWW-23-Counterfactual-Fair-Opportunity-Poster-
giandos200/Zemel-et-al.-2013-Learning-Fair-Representations-
giandos200/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.
giandos200/code_stylometry
De-anonymizing Programmers via Code Stylometry
giandos200/CodeGen
CodeGen is an open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.
giandos200/giandos200
Config files for my GitHub profile.
giandos200/PySpark-Alternative-Leas-Squares-MF-optimization
giandos200/controlling-llm-memorization
giandos200/DiCE
Generate Diverse Counterfactual Explanations for any machine learning model.
giandos200/DualFair
giandos200/Experiments_Thesis_DRL-RecSys
giandos200/ft-memorization
giandos200/Giandomenico-Cornacchia