Monolithically integrated silicon photonic chip sensor for near-infrared trace-gas spectroscopyEric J. ZhangYves Martinet al.2019SPIE DCS 2019
Managing training data from untrusted partners using self-generating policiesDinesh VermaSeraphin Caloet al.2019SPIE DCS 2019
Developing the sensitivity of LIME for better machine learning explanationEunjin LeeDave Braineset al.2019SPIE DCS 2019
Towards a learning-Algorithm agnostic generative policy model for coalitionsDaniel CunningtonMark Lawet al.2019SPIE DCS 2019
VoI for complex AI based solutions in coalition environmentsDinesh VermaGeeth de Melet al.2019SPIE DCS 2019
Federated machine learning for multi-domain operations at the tactical edgeGregory H. CirincioneDinesh Verma2019SPIE DCS 2019
Approaches to address the data skew problem in federated learningDinesh VermaG. Whiteet al.2019SPIE DCS 2019
A conceptual architecture for contractual data sharing in a decentralised environmentIain BarclayAlun Preeceet al.2019SPIE DCS 2019
Properties of federated averaging on highly distributed dataNirmit DesaiDinesh Verma2019SPIE DCS 2019
Achieving useful AI explanations in a high-Tempo complex environmentDave BrainesAlun Preeceet al.2019SPIE DCS 2019