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Fabian Falck
Fabian Falck
Geverifieerd e-mailadres voor stats.ox.ac.uk - Homepage
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Measuring Proximity Between Newspapers and Political Parties: The Sentiment Political Compass
F Falck, J Marstaller, N Stoehr, S Maucher, J Ren, A Thalhammer, ...
Policy & Internet 12 (3), 367-399, 2020
11*2020
Machine Learning for Health (ML4H) 2020: Advancing Healthcare for All
SK Sarkar, S Roy, E Alsentzer, MBA McDermott, F Falck, I Bica, G Adams, ...
Proceedings of Machine Learning Research, 1-11, 2020
102020
Robot DE NIRO: a human-centered, autonomous, mobile research platform for cognitively-enhanced manipulation
F Falck, S Doshi, M Tormento, G Nersisyan, N Smuts, J Lingi, K Rants, ...
Frontiers in Robotics and AI, 66, 2020
62020
Human-centered manipulation and navigation with Robot DE NIRO
F Falck, S Doshi, N Smuts, J Lingi, K Rants, P Kormushev
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS …, 2018
62018
DE VITO: A dual-arm, high degree-of-freedom, lightweight, inexpensive, passive upper-limb exoskeleton for robot teleoperation
F Falck, K Larppichet, P Kormushev
Annual Conference Towards Autonomous Robotic Systems (Best Paper Award), 78-89, 2019
52019
Multi-Facet Clustering Variational Autoencoders
F Falck, H Zhang, M Willetts, G Nicholson, C Yau, CC Holmes
Advances in Neural Information Processing Systems (NeurIPS) 2021, 2021
42021
Ivy: Templated Deep Learning for Inter-Framework Portability
D Lenton, F Pardo, F Falck, S James, R Clark
arXiv preprint arXiv:2102.02886, 2021
42021
Machine Learning for Health (ML4H) 2019: What Makes Machine Learning in Medicine Different?
AV Dalca, MBA McDermott, E Alsentzer, SG Finlayson, M Oberst, F Falck, ...
Proceedings of Machine Learning Research, 1-9, 2020
42020
Comparing View-Based and Map-Based Semantic Labelling in Real-Time SLAM
Z Landgraf, F Falck, M Bloesch, S Leutenegger, A Davison
International Conference on Robotics and Automation (ICRA), 2020
22020
ML4H Abstract Track 2019
M McDermott, E Alsentzer, S Finlayson, M Oberst, F Falck, T Naumann, ...
arXiv preprint arXiv:2002.01584, 2020
22020
Detecting Patterns of Physiological Response to Hemodynamic Stress via Unsupervised Deep Learning
C Gao, F Falck, M Goswami, A Wertz, MR Pinsky, A Dubrawski
Neural Information Processing Systems (NeurIPS) Machine Learning for Health …, 2019
22019
Deep sequence modeling for hemorrhage diagnosis
F Falck, MR Pinsky, A Dubrawski
Neural Information Processing Systems (NeurIPS) Machine Learning for Health …, 2018
22018
Neural Score Matching for High-Dimensional Causal Inference
O Clivio, F Falck, B Lehmann, G Deligiannidis, C Holmes
Artificial Intelligence and Statistics (AISTATS) 2022, 2022
12022
Machine Learning for Health (ML4H) 2021
S Roy, S Pfohl, GA Tadesse, L Oala, F Falck, Y Zhou, L Shen, G Zamzmi, ...
Machine Learning for Health, 1-12, 2021
12021
A collection of the accepted abstracts for the Machine Learning for Health (ML4H) symposium 2021
F Falck, Y Zhou, E Rocheteau, L Shen, L Oala, G Abebe, S Roy, S Pfohl, ...
arXiv e-prints, arXiv: 2112.00179, 2021
2021
Identification of Underlying Disease Domains by Longitudinal Latent Factor Analysis for Secukinumab Treated Patients in Psoriatic Arthritis and Rheumatoid Arthritis Trials
X Zhu, F Falck, S Ghalebikesabi, M Kormaksson, M Vandemeulebroecke, ...
American College of Rheumatology (ACR) Convergence 2021, 2021
2021
ML4H Abstract Track 2020
E Alsentzer, M McDermott, F Falck, SK Sarkar, S Roy, SL Hyland
arXiv e-prints, arXiv: 2011.11554, 2020
2020
From Accuracy to Versatility: Analysing Text Classification Models Regarding Transfer Learning
N Stoehr, L Sanchez, D Gannota, F Falck
The Second IEEE International Workshop on Deep and Transfer Learning, 369-374, 2019
2019
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Artikelen 1–18