Super-convergence and Differential Privacy: Training faster with better privacy guarantees. - Osvald Frisk; Friedrich Dörmann; Christian Marius Lillelund; Christian Fischer Pedersen (CISS, 2021)

Cloud K-SVD for Image Denoising. - Christian Marius Lillelund; Henrik Bagger Jensen; Christian Fischer Pedersen (SN Comput. Sci., 2022)

Uncertainty Estimation in Deep Bayesian Survival Models. - Christian Marius Lillelund; Martin Magris; Christian Fischer Pedersen (BHI, 2023)

Computationally Efficient Labeling of Cancer Related Forum Posts by Non-Clinical Text Information Retrieval. - Jimmi Agerskov; Kristian Nielsen; Christian Marius Lillelund; Christian Fischer Pedersen (CoRR, 2023)

Predicting Survival Time of Ball Bearings in the Presence of Censoring. - Christian Marius Lillelund; Fernando Pannullo; Morten Opprud Jakobsen; Christian Fischer Pedersen (CoRR, 2023)

An Explainable and Conformal AI Model to Detect Temporomandibular Joint Involvement in Children Suffering from Juvenile Idiopathic Arthritis. - Lena Todnem Bach Christensen; Dikte Straadt; Stratos Vassis; Christian Marius Lillelund; Peter Bangsgaard Stoustrup; Ruben Pauwels; Thomas Klit Pedersen; Christian Fischer Pedersen (EMBC, 2024)

Probabilistic Survival Analysis by Approximate Bayesian Inference of Neural Networks. - Christian Marius Lillelund; Martin Magris; Christian Fischer Pedersen (CoRR, 2024)

A probabilistic estimation of remaining useful life from censored time-to-event data. - Christian Marius Lillelund; Fernando Pannullo; Morten Opprud Jakobsen; Manuel Morante; Christian Fischer Pedersen (CoRR, 2024)

MENSA: A Multi-Event Network for Survival Analysis under Informative Censoring. - Christian Marius Lillelund; Ali Hossein Gharari Foomani; Weijie Sun 004; Shiang Qi; Russell Greiner (CoRR, 2024)

Practical Evaluation of Copula-based Survival Metrics: Beyond the Independent Censoring Assumption. - Christian Marius Lillelund; Shiqi Liu 004; Russell Greiner (CoRR, 2025)

Stop Chasing the C-index: This Is How We Should Evaluate Our Survival Models. - Christian Marius Lillelund; Shiang Qi; Russell Greiner; Christian Fischer Pedersen (CoRR, 2025)

A meaningful prediction of functional decline in amyotrophic lateral sclerosis based on multi-event survival analysis. - Christian Marius Lillelund; Sanjay Kalra; Russell Greiner (CoRR, 2025)