Bridging ML and behavioural models: An overview of deep learning strategies for choice modelling: current solutions and future directions

Activity: Talk or presentation typesInvited talkScientific


There have been a number of innovative approaches in utilizing deep learning strategies for choice modelling in recent years. These strategies, initially developed for deep neural networks to solve various computational and complexity problems, are now being applied to discrete choice modelling. In this 'quick-fire' presentation, I will present a brief overview of recent works which have incorporated deep learning methods into choice models, and subsequently, identify future challenges and opportunities for deep learning in choice modelling research.
Period8 Nov 2021
Held atAlan Turing Institute, United Kingdom
Degree of RecognitionInternational