Andrea Patane
11 papers · 2019–2026 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (17) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (6)
π
Cross-Pollinator
(14)
π§¬
Topic Evolution
π₯
Unstoppable
(5)
π
Century Club
(10)
π
Conference Pioneer
Conferences
AISTATS (4)
AAAI (2)
UAI (2)
ICML (1)
IJCAI (1)
JMLR (1)
Top co-authors
Keywords
bayesian neural network
(5)
adversarial robustness
(4)
uncertainty quantification
(3)
gaussian process
(3)
bound propagation
(2)
adversarial example
(2)
branch and bound
(2)
bayesian inference
(2)
adversarial perturbation
(1)
robustness certification
(1)
out-of-distribution detection
(1)
uncertainty estimation
(1)
uncertainty calibration
(1)
robustness verification
(1)
probabilistic robustness
(1)
robustness guarantee
(1)
normalising flow
(1)
stochastic dynamical system
(1)
classification probability
(1)
probabilistic guarantee
(1)
Papers
Flow-Induced Diagonal Gaussian Processes
AAAI 2026
Stochastic Weight Sharing for Bayesian Neural Networks
AISTATS 2025
Certifiably Quantisation-Robust training and inference of Neural Networks
AISTATS 2025
BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic Programming
ICML 2023
Adversarial Robustness Guarantees for Gaussian Processes
JMLR 2022
Bayesian Inference with Certifiable Adversarial Robustness
AISTATS 2021
Certification of iterative predictions in Bayesian neural networks
UAI 2021
Probabilistic Safety for Bayesian Neural Networks
UAI 2020
Adversarial Robustness Guarantees for Classification with Gaussian Processes
AISTATS 2020
Robustness Guarantees for Bayesian Inference with Gaussian Processes
AAAI 2019
Statistical Guarantees for the Robustness of Bayesian Neural Networks
IJCAI 2019