Concepedia

Rob Ashmore

RA

5

Publications

297

Citations

5

H-Index

2019

Active since

Affiliations

Defence Science and Technology Laboratory(Current)

University of Oxford

University of Liverpool

Rob Ashmore is an author at Defence Science and Technology Laboratory specializing in computer science, engineering, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningArtificial IntelligenceAdversarial Machine LearningDeep LearningSoftware TestingSoftware AnalysisDeep Neural Networks

Publications per year

2019–2019

5

Publications

5

Structural Test Coverage Criteria for Deep Neural Networks

Youcheng Sun, Xiaowei Huang, Daniel Kroening et al. · ACM Transactions on Embedded Computing Systems · 2019 · 97 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +15

Assuring the Machine Learning Lifecycle: Desiderata, Methods, and Challenges

Rob Ashmore, Radu Călinescu, Colin Paterson · arXiv (Cornell University) · 2019 · 87 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +15

DeepConcolic: Testing and Debugging Deep Neural Networks

Youcheng Sun, Xiaowei Huang, Daniel Kroening et al. · 2019 · 69 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +17

Structural Test Coverage Criteria for Deep Neural Networks

Youcheng Sun, Xiaowei Huang, Daniel Kroening et al. · 2019 · 34 citations

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +14

Requirements Assurance in Machine Learning.

Alec Banks, Rob Ashmore · National Conference on Artificial Intelligence · 2019 · 10 citations

Requirement Analysis, Engineering, Requirement Engineering +9

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