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Joseph B. Collins
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2020 – today
- 2020
- [c8]Prithviraj Dasgupta, Joseph B. Collins, Michael McCarrick:
Improving Costs and Robustness of Machine Learning Classifiers Against Adversarial Attacks via Self Play of Repeated Bayesian Games. FLAIRS 2020: 33-38 - [i3]Prithviraj Dasgupta, Joseph B. Collins, Michael McCarrick:
Playing to Learn Better: Repeated Games for Adversarial Learning with Multiple Classifiers. CoRR abs/2002.03924 (2020)
2010 – 2019
- 2019
- [j1]Prithviraj Dasgupta, Joseph B. Collins:
A Survey of Game Theoretic Approaches for Adversarial Machine Learning in Cybersecurity Tasks. AI Mag. 40(2): 31-43 (2019) - [i2]Prithviraj Dasgupta, Joseph B. Collins:
A Survey of Game Theoretic Approaches for Adversarial Machine Learning in Cybersecurity Tasks. CoRR abs/1912.02258 (2019) - 2018
- [c7]Prithviraj Dasgupta, Joseph B. Collins, Anna Buhman:
Gray-box Techniques for Adversarial Text Generation. AAAI Fall Symposium: ALEC 2018: 17-23 - [c6]Abebaw Tadesse, Joseph B. Collins:
Adversarial Training on Word-Char Embedding. AAAI Fall Symposium: ALEC 2018: 24-27 - [e1]Joseph B. Collins, Prithviraj Dasgupta, Ranjeev Mittu:
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), Arlington, Virginia, USA, October 18-20, 2018. CEUR Workshop Proceedings 2269, CEUR-WS.org 2018 [contents] - 2017
- [c5]Prithviraj Dasgupta, Joseph B. Collins:
Position Paper: Towards a Repeated Bayesian Stackelberg Game Model for Robustness Against Adversarial Learning. AAAI Fall Symposia 2017: 194-195 - 2010
- [c4]Joseph B. Collins:
An OpenMath Content Dictionary for Tensor Concepts. AISC/MKM/Calculemus 2010: 293-299 - [i1]Joseph B. Collins:
An OpenMath Content Dictionary for Tensor Concepts. CoRR abs/1005.4395 (2010)
2000 – 2009
- 2009
- [c3]Joseph B. Collins:
OpenMath Content Dictionaries for SI Quantities and Units. Calculemus/MKM 2009: 247-262 - 2008
- [c2]Joseph B. Collins:
A Mathematical Type for Physical Variables. AISC/MKM/Calculemus 2008: 370-381
1980 – 1989
- 1989
- [c1]John J. Helferty, Joseph B. Collins, Moshe Kam:
A neural network learning strategy for the control of a one-legged hopping machine. ICRA 1989: 1604-1609
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