Fabian Falck
University of Oxford
H-index: 7
Europe-United Kingdom
Top articles of Fabian Falck
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A framework for longitudinal latent factor modelling of treatment response in clinical trials with applications to Psoriatic Arthritis and Rheumatoid Arthritis | Journal of Biomedical Informatics | Fabian Falck Xuan Zhu Sahra Ghalebikesabi Matthias Kormaksson Marc Vandemeulebroecke | 2024/4/18 |
Approximations to the Fisher Information Metric of Deep Generative Models for Out-Of-Distribution Detection | arXiv preprint arXiv:2403.01485 | Sam Dauncey Chris Holmes Christopher Williams Fabian Falck | 2024/3/3 |
A critical review of Causal Inference benchmarks for Large Language Models | Linying Yang Oscar Clivio Vik Shirvaikar Fabian Falck | 2024 | |
A Unified Framework for U-Net Design and Analysis | Advances in Neural Information Processing Systems | Christopher Williams Fabian Falck George Deligiannidis Chris C Holmes Arnaud Doucet | 2024/2/13 |
On Gradients of Deep Generative Models for Representation-Invariant Anomaly Detection | Sam Dauncey Christopher C Holmes Christopher Williams Fabian Falck | 2023/3/4 | |
A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs | Advances in Neural Information Processing Systems | Fabian Falck Christopher Williams Dominic Danks George Deligiannidis Christopher Yau | 2022/12/6 |
Neural Score Matching for High-Dimensional Causal Inference | Oscar Clivio Fabian Falck Brieuc Lehmann George Deligiannidis Chris Holmes | 2022/5/3 | |
Machine Learning for Health (ML4H) 2021 | Subhrajit Roy Stephen Pfohl Girmaw Abebe Tadesse Luis Oala Fabian Falck | 2021/11/28 | |
A collection of the accepted abstracts for the Machine Learning for Health (ML4H) symposium 2021 | arXiv e-prints | Fabian Falck Yuyin Zhou Emma Rocheteau Liyue Shen Luis Oala | 2021/11 |
Multi-Facet Clustering Variational Autoencoders | Advances in Neural Information Processing Systems | Fabian Falck Haoting Zhang Matthew Willetts George Nicholson Christopher Yau | 2021/12/6 |
Ivy: Templated Deep Learning for Inter-Framework Portability | arXiv preprint arXiv:2102.02886 | Daniel Lenton Fabio Pardo Fabian Falck Stephen James Ronald Clark | 2021/2/4 |
ML4H Abstract Track 2019 | arXiv preprint arXiv:2002.01584 | Matthew McDermott Emily Alsentzer Sam Finlayson Michael Oberst Fabian Falck | 2020/2/5 |
Machine Learning for Health (ML4H) 2020: Advancing Healthcare for All | Suproteem K Sarkar Subhrajit Roy Emily Alsentzer Matthew BA McDermott Fabian Falck | 2020/11/23 | |
Robot DE NIRO: a human-centered, autonomous, mobile research platform for cognitively-enhanced manipulation | Frontiers in Robotics and AI | Fabian Falck Sagar Doshi Marion Tormento Gor Nersisyan Nico Smuts | 2020/4 |
ML4H Abstract Track 2020 | arXiv e-prints | Emily Alsentzer Matthew McDermott Fabian Falck Suproteem K Sarkar Subhrajit Roy | 2020/11 |
Measuring Proximity Between Newspapers and Political Parties: The Sentiment Political Compass | Policy & internet | Fabian Falck Julian Marstaller Niklas Stoehr Sören Maucher Jeana Ren | 2020/9 |
Machine Learning for Health (ML4H) 2019: What Makes Machine Learning in Medicine Different? | Adrian V Dalca Matthew BA McDermott Emily Alsentzer Samuel G Finlayson Michael Oberst | 2020/4/30 | |
Comparing View-Based and Map-Based Semantic Labelling in Real-Time SLAM | Zoe Landgraf Fabian Falck Michael Bloesch Stefan Leutenegger Andrew J Davison | 2020/5/31 |
Co-Authors
