Search Results for author: Jefferson Huang

Found 2 papers, 0 papers with code

Tropical Decision Boundaries for Neural Networks Are Robust Against Adversarial Attacks

no code implementations1 Feb 2024 Kurt Pasque, Christopher Teska, Ruriko Yoshida, Keiji Miura, Jefferson Huang

We introduce a simple, easy to implement, and computationally efficient tropical convolutional neural network architecture that is robust against adversarial attacks.

The Value Iteration Algorithm is Not Strongly Polynomial for Discounted Dynamic Programming

no code implementations19 Dec 2013 Eugene A. Feinberg, Jefferson Huang

This note provides a simple example demonstrating that, if exact computations are allowed, the number of iterations required for the value iteration algorithm to find an optimal policy for discounted dynamic programming problems may grow arbitrarily quickly with the size of the problem.

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