Matthew Wicker
9 papers · 2019–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π§ Keyword Pioneer π£ Hot Topic Early Bird π Cross-Pollinator (15) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(24)
π
Keyword Champion
(2)
π₯
Unstoppable
(5)
ποΈ
Keyword Collector
(50)
Conferences
NIPS (3)
IJCAI (2)
UAI (2)
AISTATS (1)
CVPR (1)
Top co-authors
Keywords
bayesian neural network
(5)
adversarial robustness
(4)
fairness certification
(2)
individual fairness
(2)
adversarial attack
(2)
neural network
(2)
posterior robustness
(2)
weakly supervised learning
(1)
posterior distribution
(1)
uncertainty quantification
(1)
model alignment
(1)
perturbation analysis
(1)
mahalanobis distance
(1)
hamiltonian monte carlo
(1)
feature attribution
(1)
variational inference
(1)
neural network robustness
(1)
adversarial perturbation
(1)
adversarial training
(1)
wasserstein ball
(1)
Papers
Use perturbations when learning from explanations
NIPS 2023
Certification of Distributional Individual Fairness
NIPS 2023
Individual Fairness Guarantees for Neural Networks
IJCAI 2022
Bayesian Inference with Certifiable Adversarial Robustness
AISTATS 2021
Certification of iterative predictions in Bayesian neural networks
UAI 2021
Robustness of Bayesian Neural Networks to Gradient-Based Attacks
NIPS 2020
Probabilistic Safety for Bayesian Neural Networks
UAI 2020
Robustness of 3D Deep Learning in an Adversarial Setting
CVPR 2019
Statistical Guarantees for the Robustness of Bayesian Neural Networks
IJCAI 2019