Search Results for author: Sebastien Martin

Found 5 papers, 2 papers with code

A Feasibility Study on Real-Time High Resolution Imaging of the Brain Using Electrical Impedance Tomography

1 code implementation26 Feb 2022 Sebastien Martin

Conclusion: High quality reconstruction from phantom data validates the efficiency of the novel reconstruction method.

The Price of Interpretability

no code implementations8 Jul 2019 Dimitris Bertsimas, Arthur Delarue, Patrick Jaillet, Sebastien Martin

When quantitative models are used to support decision-making on complex and important topics, understanding a model's ``reasoning'' can increase trust in its predictions, expose hidden biases, or reduce vulnerability to adversarial attacks.

Decision Making

Optimal Explanations of Linear Models

no code implementations8 Jul 2019 Dimitris Bertsimas, Arthur Delarue, Patrick Jaillet, Sebastien Martin

We propose a general optimization framework to create explanations for linear models.

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