313 citations · 750 across the 46 of their papers we have counts for
5 papers · 1 filter
Fairness for All: Investigating Harms to Within-Group Individuals in Producer Fairness Re-ranking Optimization -- A Reproducibility Study
Giovanni Pellegrini, Vittorio Maria Faraco, Yashar Deldjoo
Recommender systems are widely used to provide personalized recommendations to users. Recent research has shown that recommender systems may be subject to different types of biases…
ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPT
Fatemeh Nazary, Yashar Deldjoo, Tommaso Di Noia
This study presents an innovative approach to the application of large language models (LLMs) in clinical decision-making, focusing on OpenAI's ChatGPT. Our approach introduces the…
Fairness of ChatGPT and the Role Of Explainable-Guided Prompts
Yashar Deldjoo
Our research investigates the potential of Large-scale Language Models (LLMs), specifically OpenAI's GPT, in credit risk assessment-a binary classification task. Our findings sugge…
CAPRI: Context-Aware Interpretable Point-of-Interest Recommendation Framework
Ali Tourani, Hossein A. Rahmani, Mohammadmehdi Naghiaei +1
Point-of-Interest (POI ) recommendation systems have gained popularity for their unique ability to suggest geographical destinations with the incorporation of contextual informatio…
Machine-learned Adversarial Attacks against Fault Prediction Systems in Smart Electrical Grids
Carmelo Ardito, Yashar Deldjoo, Tommaso Di Noia +3
In smart electrical grids, fault detection tasks may have a high impact on society due to their economic and critical implications. In the recent years, numerous smart grid applica…