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Vincent Stimper
Vincent Stimper
University of Cambridge, Max Planck Institute for Intelligent Systems
Verified email at cam.ac.uk - Homepage
Title
Cited by
Cited by
Year
Independent mechanism analysis, a new concept?
L Gresele, J von Kügelgen, V Stimper, B Schölkopf, M Besserve
Advances in Neural Information Processing Systems 34, 2021
822021
Multidimensional contrast limited adaptive histogram equalization
V Stimper, S Bauer, R Ernstorfer, B Schölkopf, RP Xian
IEEE Access 7, 165437-165447, 2019
632019
normflows: A PyTorch Package for Normalizing Flows
V Stimper, D Liu, A Campbell, V Berenz, L Ryll, B Schölkopf, ...
Journal of Open Source Software 8 (86), 5361, 2023
362023
Pathway-based subnetworks enable cross-disease biomarker discovery
S Haider, CQ Yao, VS Sabine, M Grzadkowski, V Stimper, MHW Starmans, ...
Nature communications 9 (1), 4746, 2018
352018
Flow Annealed Importance Sampling Bootstrap
LI Midgley, V Stimper, GNC Simm, B Schölkopf, JM Hernández-Lobato
International Conference on Learning Representations, 2023
332023
Resampling Base Distributions of Normalizing Flows
V Stimper, B Schölkopf, JM Hernández-Lobato
Proceedings of the 25th International Conference on Artificial Intelligence …, 2022
282022
A gradient based strategy for Hamiltonian Monte Carlo hyperparameter optimization
A Campbell, W Chen, V Stimper, JM Hernandez-Lobato, Y Zhang
International Conference on Machine Learning, 1238-1248, 2021
172021
A machine learning route between band mapping and band structure
RP Xian, V Stimper, M Zacharias, M Dendzik, S Dong, S Beaulieu, ...
Nature Computational Science 3 (1), 101-114, 2023
132023
AutoML Two-Sample Test
JM Kübler, V Stimper, S Buchholz, K Muandet, B Schölkopf
Advances in Neural Information Processing Systems 35, 2022
102022
SE(3) Equivariant Augmented Coupling Flows
LI Midgley, V Stimper, J Antorán, E Mathieu, B Schölkopf, ...
Advances in Neural Information Processing Systems 36, 2023
52023
Probing the Robustness of Independent Mechanism Analysis for Representation Learning
J Sliwa, S Ghosh, V Stimper, L Gresele, B Schölkopf
First Workshop on Causal Representation Learning, UAI 2022, 2022
42022
Bootstrap Your Flow
LI Midgley, V Stimper, GNC Simm, JM Hernández-Lobato
ELLIS Machine Learning for Molecule Discovery Workshop 1, 2021
32021
Komplexe Wechselstromrechnung
V Stimper
2016
Zwischen Harmonie und Chaos -- Ein verallgemeinertes Modell des Doppelpendels
V Stimper
Verlag Junge Wissenschaft, 40-48, 2016
2016
Normalizing Flows for Approximating Probability Densities
D Liu, L Ryll, V Stimper
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Articles 1–15