Jefferson Huang

According to our database, Jefferson Huang authored at least 11 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Adversarially robust neural network decision boundaries via tropical geometry.

Kurt Pasque, Christopher Teska, Ruriko Yoshida, Keiji Miura, Jefferson Huang

Neural Networks, 2026

A bi-objective Markov decision process design approach to redundancy allocation with dynamic maintenance for a parallel system.

Luke Fairley, Rob Shone, Peter Jacko, Jefferson Huang

Eur. J. Oper. Res., 2026

Convergence of Fast Policy Iteration in Markov Games and Robust MDPs.

Keith Badger, Jefferson Huang, Marek Petrik

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2024

Tropical Decision Boundaries for Neural Networks Are Robust Against Adversarial Attacks.

Kurt Pasque, Christopher Teska, Ruriko Yoshida, Keiji Miura, Jefferson Huang

CoRR, 2024

2018

Reduction of total-cost and average-cost MDPs with weakly continuous transition probabilities to discounted MDPs.

Eugene A. Feinberg, Jefferson Huang

Oper. Res. Lett., 2018

Dynamic scheduling and maintenance for a two-class queue with a deteriorating server.

Jefferson Huang, Douglas G. Down, Mark E. Lewis, Cheng-Hung Wu

Proceedings of the 2018 Annual American Control Conference, 2018

2017

Strongly Polynomial Algorithms for Transient and Average-Cost MDPs.

Eugene A. Feinberg, Jefferson Huang

SIGMETRICS Perform. Evaluation Rev., 2017

Preventive Leak Detection for High Pressure Gas Transmission Networks.

Rui Zhang, Jefferson Huang, Tarun Kumar

Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2014

Modified policy iteration algorithms are not strongly polynomial for discounted dynamic programming.

Eugene A. Feinberg, Jefferson Huang, Bruno Scherrer

Oper. Res. Lett., 2014

The value iteration algorithm is not strongly polynomial for discounted dynamic programming.

Eugene A. Feinberg, Jefferson Huang

Oper. Res. Lett., 2014

2013

Strong polynomiality of policy iterations for average-cost MDPs modeling replacement and maintenance problems.

Eugene A. Feinberg, Jefferson Huang

Oper. Res. Lett., 2013