conftrace_

Ross Drummond

5 papers · 2021–2024 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

Top co-authors

Matthew Turner (2) Stephen Duncan (1) Giorgio Valmorbida (1) Jiaqi Li (1) Mathew Turner (1) Carl Richardson (1) Pablo Baldivieso (1) Chris Guiver (1) Frank Allgöwer (1) Patricia Pauli (1)

Research topics

Machine Learning (5) Optimization & Theory (4) Artificial Intelligence (3) Core AI (3) Deep Learning (2) Core Methods (2) Mathematics & Optimization (1) Application Areas (1) Architectures (1) Optimization (1) Techniques (1)

Keywords

model predictive control (3) adversarial robustness (1) semidefinite programming (1) convex optimization (1) stability analysis (1) optimal control (1) model pruning (1) implicit neural network (1) linear system (1) feedback control (1) neural network robustness (1) error bound (1) control policy (1) relu neural network (1) decentralized learning (1) linear matrix inequality (1) quadratic cost (1) discrete-time system (1) neural network (1) quadratic constraint (1)

Papers

Convex neural network synthesis for robustness in the 1-norm L4DC 2024 Mapping back and forth between model predictive control and neural networks L4DC 2024 Strengthened stability analysis of discrete-time Lurie systems involving ReLU neural networks L4DC 2024 Bounding the Difference Between Model Predictive Control and Neural Networks L4DC 2022 Robust error bounds for quantised and pruned neural networks L4DC 2021