Preben's Website

AI Researcher

profile_picture.jpg

Simula Research Laboratory

Kristian Augusts gate 23

0164 Oslo

Greetings traveler. My name is Preben M. Ness, and this is my website. Here I have collected all of my relevant online presence: academic publications, opinion pieces, as well as some more personal projects.

My research is on how to build Neural Networks using the toolkit of Causal Inference, instead of traditional statistics. Although well established in medical and economic research, causality has only recently gained traction as a framework in Deep Learning.

latest posts

selected publications

  1. measuring_disent.jpg
    Measuring the Effect of Causal Disentanglement on the Adversarial Robustness of Neural Network Models
    Preben M Ness, Dusica Marijan, and Sunanda Bose
    In Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
  2. bilatrnn.jpg
    Bi-directional lattice recurrent neural networks for confidence estimation
    Qiujia Li, PM Ness, Anton Ragni, and 1 more author
    In ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019