Are you using test log-likelihoods correctly?
Sameer Deshpande, Soumya Ghosh, et al.
NeurIPS 2022
In domains such as homeland security, cybersecurity, and competitive marketing, it is frequently the case that analysts need to forecast actions by other intelligent agents that impact the problem of interest. Standard structured expert judgment elicitation techniques may fall short in this type of problem as they do not explicitly take into account intentionality. We present a decomposition technique based on adversarial risk analysis followed by a behavioural recomposition using discrete choice models that facilitate such elicitation process and illustrate its reasonable performance through behavioural experiments.
Sameer Deshpande, Soumya Ghosh, et al.
NeurIPS 2022
Reginald Eugene Bryant, Rosie Lickorish, et al.
AGU 2025
Abhin Shah, Yuheng Bu, et al.
ICML 2022
Umang Bhatt, Javier Antorán, et al.
AIES 2021