Colin Paterson

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

Guidance on the Assurance of Machine Learning in Autonomous Systems (AMLAS)

Richard Hawkins, Colin Paterson, Chiara Picardi et al. · arXiv (Cornell University) · 2021 · 47 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Socio-Cyber-Physical Systems: Models, Opportunities, Open Challenges

Radu Călinescu, Javier Cámara, Colin Paterson · 2019 · 35 citations

Artificial Intelligence, Crowd Simulation, Engineering +20

From Pluralistic Normative Principles to Autonomous-Agent Rules

Beverley Townsend, Colin Paterson, TT Arvind et al. · Minds and Machines · 2022 · 34 citations · Full text

Artificial Intelligence, Engineering, Normative Issue +21

Towards Better Adaptive Systems by Combining MAPE, Control Theory, and Machine Learning

Danny Weyns, Bradley Schmerl, Masako Kishida et al. · 2021 · 29 citations · Full text

Artificial Intelligence, Control Theory, Engineering +20