Matthew Newton

According to our database1, Matthew Newton authored at least 14 papers between 2001 and 2023.

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Bibliography

2023
Sparse polynomial optimisation for neural network verification.
Autom., November, 2023

Rational Neural Network Controllers.
CoRR, 2023

Scalable Forward Reachability Analysis of Multi-Agent Systems with Neural Network Controllers.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022
Stability of Non-linear Neural Feedback Loops using Sum of Squares.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Reachability Analysis of Neural Feedback Loops using Sparse Polynomial Optimisation.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021
Exploiting Sparsity for Neural Network Verification.
Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021

Neural Network Verification using Polynomial Optimisation.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020
Network Lyapunov Functions for Epidemic Models.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2004
New Exact Results and Bounds for Bipartite Crossing Numbers of Meshes.
Proceedings of the Graph Drawing, 12th International Symposium, 2004

2003
A Parallel Approach to Row-Based VLSI Layout Using Stochastic Hill-Climbing.
Proceedings of the Developments in Applied Artificial Intelligence, 2003

2002
An overview of the BlueGene/L Supercomputer.
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Proceedings of the 2002 ACM/IEEE conference on Supercomputing, 2002

Two New Heuristics for Two-Sided Bipartite Graph Drawing.
Proceedings of the Graph Drawing, 10th International Symposium, 2002


2001
Blue Gene: A vision for protein science using a petaflop supercomputer.
IBM Syst. J., 2001


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