3 papers
math.OC2026
Unsafe Probabilities and Risk Contours for Stochastic Processes using Convex Optimization
Jared Miller, Matteo Tacchi, Didier Henrion +1
This paper proposes an algorithm to calculate the maximal probability of unsafety with respect to trajectories of a stochastic process and a hazard set. The unsafe probability esti…
math.OC2025
Assessing the Quality of a Set of Basis Functions for Inverse Optimal Control via Projection onto Global Minimizers
Filip BeÄanoviÄ, Jared Miller, Vincent Bonnet +2
Inverse optimization (Inverse optimal control) is the task of imputing a cost function such that given test points (trajectories) are (nearly) optimal with respect to the discovere…
cs.CV2025
SAIF: Sparse Adversarial and Imperceptible Attack Framework
Tooba Imtiaz, Morgan Kohler, Jared Miller +5
Adversarial attacks hamper the decision-making ability of neural networks by perturbing the input signal. The addition of calculated small distortion to images, for instance, can d…