Wicker, Matthew Robert

5 publications

AISTATS 2025 Certifiably Quantisation-Robust Training and Inference of Neural Networks Hue Dang, Matthew Robert Wicker, Goetz Botterweck, Andrea Patane

ICML 2025 Certification for Differentially Private Prediction in Gradient-Based Training Matthew Robert Wicker, Philip Sosnin, Igor Shilov, Adrianna Janik, Mark Niklas Mueller, Yves-Alexandre De Montjoye, Adrian Weller, Calvin Tsay

TMLR 2025 Certified Robustness to Data Poisoning in Gradient-Based Training Philip Sosnin, Mark Niklas Mueller, Maximilian Baader, Calvin Tsay, Matthew Robert Wicker

TMLR 2025 Model Guidance via Robust Feature Attribution Mihnea Ghitu, Vihari Piratla, Matthew Robert Wicker

ICLR 2023 Robust Explanation Constraints for Neural Networks Matthew Robert Wicker, Juyeon Heo, Luca Costabello, Adrian Weller