Education
PhD in Computer Science, 2004
University of Pisa, Italy
MSc in Computer Science, 2000
University of Pisa, Italy
Latest
- (∇) (τ): Gradient-based and Task-Agnostic machine Unlearning
- Explain the Explainer: Interpreting Model-Agnostic Counterfactual Explanations of a Deep Reinforcement Learning Agent
- Community Membership Hiding as Counterfactual Graph Search via Deep Reinforcement Learning
- Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models
- Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models
- The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples
- The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples
- CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks
- Editorial: Human-Interpretable Machine Learning
- GREASE: Generate Factual and Counterfactual Explanations for GNN-based Recommendations
- NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks
- ReLAX: Reinforcement Learning Agent Explainer for Arbitrary Predictive Models
- Sparse Vicious Attacks on Graph Neural Networks
- CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks
- Generating Actionable Interpretations from Ensembles of Decision Trees
- NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks
- ReLACE: Reinforcement Learning Agent for Counterfactual Explanations of Arbitrary Predictive Models
- Interpretable Predictions of Tree-based Ensembles via Actionable Feature Tweaking
- Promoting Positive Post-Click Experience for In-Stream Yahoo Gemini Users
- Discovering tasks from search engine query logs
- Modeling and predicting the task-by-task behavior of search engine users
- Identifying task-based sessions in search engine query logs
- Detecting Task-Based Query Sessions Using Collaborative Knowledge
- Towards a task-based search and recommender systems
- Challenges in designing an interest-based distributed aggregation of users in P2P systems
- SPRANKER: A Discovery Tool to Rank Service Providers Using Quality of Experience