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Researcher profile

Michael J. Dinneen

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Improved Adversarial Robustness via Logit Regularization Methods

    2019 · arXiv (Cornell University)

    While great progress has been made at making neural networks effective across a wide range of visual tasks, most models are surprisingly vulnerable. This frailness takes the form of small, carefully chosen perturbations of their …

  2. Solving the Bounded-Depth Steiner Tree Problem using an Adiabatic Quantum Computer

    2019

    We propose a quadratic unconstrained binary optimization (QUBO) formulation for the Bounded-Depth Steiner Tree problem suitable for adiabatic quantum computers. The numbers of qubits (dimension of QUBO matrices) required by our formulation is O(|V|3), where …