Ludvig Hult

Postdoctoral position at Department of Medical Sciences; Clinical Epidemiology

E-mail:: ludvig.hult@uu.se
Visiting address:: Akademiska sjukhuset, ingång 40, 5 tr
751 85 UPPSALA
Postal address:: Akademiska sjukhuset, ingång 40, 5 tr
751 85 UPPSALA

Download contact information for Ludvig Hult at Department of Medical Sciences; Clinical Epidemiology

ORCID:: 0000-0002-0118-3211

Short presentation

Intrested in machine learning aiming to make robust, statistically valid claims about how the world operates, under transparent assumptions. Causal inference. Robust optimization. Statistical guarantees. Applications in healthcare.

Publications

Recent publications

All publications

Articles in journal

Comprehensive doctoral thesis

Robust inference for systems under distribution shifts

Hult, Ludvig

2024
- Download full text (pdf) of Robust inference for systems under distribution shifts

Conference papers

Inference of Causal Effects when Control Variables are Unknown

Hult, Ludvig; Zachariah, Dave

Part of Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, PMLR, p. 1300-1309, 2021

Manuscripts (preprints)

Challenges in CATE estimation for NCCU data

Hult, Ludvig; Galos, Peter; Enblad, Per; Zachariah, Dave
Predicting ordinal GOSE using dynamic ICU physiological variables in moderate-to-severe TBI: A Temporal and Stratified Split Study

Bark, David; Hult, Ludvig; Hånell, Anders; Svedung-Wettervik, Teodor et al.