Paoletti, Nicola

7 publications

NeurIPS 2025 Abstract Counterfactuals for Language Model Agents Edoardo Pona, Milad Kazemi, Yali Du, David Watson, Nicola Paoletti

CLeaR 2025 Counterfactual Influence in Markov Decision Processes Milad Kazemi, Jessica Lally, Ekaterina Tishchenko, Hana Chockler, Nicola Paoletti

NeurIPS 2024 Verifiably Robust Conformal Prediction Linus Jeary, Tom Kuipers, Mehran Hosseini, Nicola Paoletti

UAI 2021 Certification of Iterative Predictions in Bayesian Neural Networks Matthew Wicker, Luca Laurenti, Andrea Patane, Nicola Paoletti, Alessandro Abate, Marta Kwiatkowska

IJCAI 2021 On Guaranteed Optimal Robust Explanations for NLP Models Emanuele La Malfa, Rhiannon Michelmore, Agnieszka M. Zbrzezny, Nicola Paoletti, Marta Kwiatkowska

IJCAI 2020 A Deep Reinforcement Learning Approach to Concurrent Bilateral Negotiation Pallavi Bagga, Nicola Paoletti, Bedour Alrayes, Kostas Stathis

IJCAI 2019 Statistical Guarantees for the Robustness of Bayesian Neural Networks Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Nicola Paoletti, Andrea Patane, Matthew Wicker