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Matthew Robert Wicker

3 papers · 2023–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

AISTATS (1) ICLR (1) ICML (1)

Top co-authors

Adrian Weller (2) Hue Dang (1) Igor Shilov (1) Andrea Patane (1) Juyeon Heo (1) Calvin Tsay (1) Yves-Alexandre De Montjoye (1) Luca Costabello (1) Mark Niklas Mueller (1) Goetz Botterweck (1)

Research topics

Artificial Intelligence (1) Deep Learning (1) Healthcare & Medicine (1) Machine Learning (1) Mathematics & Optimization (1) Clinical (1) Core AI (1) Core Methods (1) Learning Types (1) Optimization (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

differential privacy (1) adversarial robustness (1) convex relaxation (1) interval bound propagation (1) constraint relaxation (1) robust training (1) bound propagation (1) gradient-based explanation (1) neural network (1) provable bound (1) bilinear optimization (1) global sensitivity (1) prediction sensitivity (1) smooth sensitivity (1) quantization robustness (1)

Papers

Certifiably Quantisation-Robust training and inference of Neural Networks AISTATS 2025 Certification for Differentially Private Prediction in Gradient-Based Training ICML 2025 Robust Explanation Constraints for Neural Networks ICLR 2023