Joseph B. Collins

According to our database, Joseph B. Collins authored at least 10 papers between 1989 and 2020.

Collaborative distances:

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

2020

Playing to Learn Better: Repeated Games for Adversarial Learning with Multiple Classifiers.

Prithviraj Dasgupta, Joseph B. Collins, Michael McCarrick

CoRR, 2020

Improving Costs and Robustness of Machine Learning Classifiers Against Adversarial Attacks via Self Play of Repeated Bayesian Games.

Prithviraj Dasgupta, Joseph B. Collins, Michael McCarrick

Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020

2019

A Survey of Game Theoretic Approaches for Adversarial Machine Learning in Cybersecurity Tasks.

Prithviraj Dasgupta, Joseph B. Collins

AI Mag., 2019

2018

Adversarial Training on Word-Char Embedding.

Abebaw Tadesse, Joseph B. Collins

Proceedings of the AAAI Symposium on Adversary-Aware Learning Techniques and Trends in Cybersecurity (ALEC 2018) co-located with the Association for the Advancement of Artificial Intelligence 2018 Fall Symposium Series (AAAI-FSS 2018), 2018

Gray-box Techniques for Adversarial Text Generation.

Prithviraj Dasgupta, Joseph B. Collins, Anna Buhman

Proceedings of the AAAI Symposium on Adversary-Aware Learning Techniques and Trends in Cybersecurity (ALEC 2018) co-located with the Association for the Advancement of Artificial Intelligence 2018 Fall Symposium Series (AAAI-FSS 2018), 2018

2017

Position Paper: Towards a Repeated Bayesian Stackelberg Game Model for Robustness Against Adversarial Learning.

Prithviraj Dasgupta, Joseph B. Collins

Proceedings of the 2017 AAAI Fall Symposia, Arlington, Virginia, USA, November 9-11, 2017, 2017

2010

An OpenMath Content Dictionary for Tensor Concepts.

Joseph B. Collins

Proceedings of the Intelligent Computer Mathematics, 10th International Conference, 2010

2009

OpenMath Content Dictionaries for SI Quantities and Units.

Joseph B. Collins

Proceedings of the Intelligent Computer Mathematics, 2009

2008

A Mathematical Type for Physical Variables.

Joseph B. Collins

Proceedings of the Intelligent Computer Mathematics, 9th International Conference, 2008

1989

A neural network learning strategy for the control of a one-legged hopping machine.

John J. Helferty, Joseph B. Collins, Moshe Kam

Proceedings of the 1989 IEEE International Conference on Robotics and Automation, 1989