Nicola Paoletti
7 papers · 2019–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (6) π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
IJCAI (3)
AAAI (1)
CLEAR (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
deep reinforcement learning
(2)
uncertainty quantification
(2)
bayesian neural network
(2)
neural network
(2)
malware detection
(1)
local explanation
(1)
prediction set
(1)
neural network verification
(1)
adversarial example
(1)
perturbation set
(1)
probabilistic robustness
(1)
actor-critic architecture
(1)
negotiation strategy
(1)
concurrent negotiation
(1)
sample rejection
(1)
bound propagation
(1)
iterative prediction
(1)
bilateral negotiation
(1)
safety certification
(1)
statistical verification
(1)
Papers
DRMD: Deep Reinforcement Learning for Malware Detection Under Concept Drift
AAAI 2026
Counterfactual Influence in Markov Decision Processes
CLEAR 2025
Verifiably Robust Conformal Prediction
NIPS 2024
Certification of iterative predictions in Bayesian neural networks
UAI 2021
On Guaranteed Optimal Robust Explanations for NLP Models
IJCAI 2021
A Deep Reinforcement Learning Approach to Concurrent Bilateral Negotiation
IJCAI 2020
Statistical Guarantees for the Robustness of Bayesian Neural Networks
IJCAI 2019