Matthew Wicker
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
9
Active years
2018–2025
Best venue rank
A*
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AISTATS | Certifiably Quantisation-Robust training and inference of Neural Networks. | Hue Dang, Matthew Wicker, Goetz Botterweck, Andrea Patane |
| 2025 | ICML | Certification for Differentially Private Prediction in Gradient-Based Training. | Matthew Wicker, Philip Sosnin, Igor Shilov, Adrianna Janik, Mark Niklas Mller, Yves-Alexandre de Montjoye, Adrian Weller, Calvin Tsay |
| 2024 | FM | Adversarial Robustness Certification for Bayesian Neural Networks. | Matthew Wicker, Andrea Patane, Luca Laurenti, Marta Kwiatkowska |
| 2023 | ICLR | Robust Explanation Constraints for Neural Networks. | Matthew Wicker, Juyeon Heo, Luca Costabello, Adrian Weller |
| 2022 | ICML | Tractable Uncertainty for Structure Learning. | Benjie Wang, Matthew Wicker, Marta Kwiatkowska |
| 2022 | IJCAI | Individual Fairness Guarantees for Neural Networks. | Elias Benussi, Andrea Patan, Matthew Wicker, Luca Laurenti, Marta Kwiatkowska |
| 2021 | AISTATS | Bayesian Inference with Certifiable Adversarial Robustness. | Matthew Wicker, Luca Laurenti, Andrea Patane, Zhuotong Chen, Zheng Zhang, Marta Kwiatkowska |
| 2021 | UAI | Certification of iterative predictions in Bayesian neural networks. | Matthew Wicker, Luca Laurenti, Andrea Patane, Nicola Paoletti, Alessandro Abate, Marta Kwiatkowska |
| 2020 | ICRA | Uncertainty Quantification with Statistical Guarantees in End-to-End Autonomous Driving Control. | Rhiannon Michelmore, Matthew Wicker, Luca Laurenti, Luca Cardelli, Yarin Gal, Marta Kwiatkowska |
| 2020 | UAI | Probabilistic Safety for Bayesian Neural Networks. | Matthew Wicker, Luca Laurenti, Andrea Patane, Marta Kwiatkowska |
| 2019 | CVPR | Robustness of 3D Deep Learning in an Adversarial Setting. | Matthew Wicker, Marta Kwiatkowska |
| 2019 | IJCAI | Statistical Guarantees for the Robustness of Bayesian Neural Networks. | Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Nicola Paoletti, Andrea Patane, Matthew Wicker |
| 2018 | TACAS | Feature-Guided Black-Box Safety Testing of Deep Neural Networks. | Matthew Wicker, Xiaowei Huang, Marta Kwiatkowska |