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 | 89 | 2021 |
Multidimensional contrast limited adaptive histogram equalization V Stimper, S Bauer, R Ernstorfer, B Schölkopf, RP Xian IEEE Access 7, 165437-165447, 2019 | 66 | 2019 |
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 | 41 | 2023 |
Flow Annealed Importance Sampling Bootstrap LI Midgley, V Stimper, GNC Simm, B Schölkopf, JM Hernández-Lobato International Conference on Learning Representations, 2023 | 41 | 2023 |
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 | 36 | 2018 |
Resampling Base Distributions of Normalizing Flows V Stimper, B Schölkopf, JM Hernández-Lobato Proceedings of the 25th International Conference on Artificial Intelligence …, 2022 | 27 | 2022 |
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 | 19 | 2021 |
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 | 18 | 2023 |
AutoML Two-Sample Test JM Kübler, V Stimper, S Buchholz, K Muandet, B Schölkopf Advances in Neural Information Processing Systems 35, 2022 | 11 | 2022 |
SE(3) Equivariant Augmented Coupling Flows LI Midgley, V Stimper, J Antorán, E Mathieu, B Schölkopf, ... Advances in Neural Information Processing Systems 36, 2023 | 10 | 2023 |
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 | 5 | 2022 |
Bootstrap Your Flow LI Midgley, V Stimper, GNC Simm, JM Hernández-Lobato ELLIS Machine Learning for Molecule Discovery Workshop 1, 2021 | 5 | 2021 |
Advancing Normalising Flows to Model Boltzmann Distributions V Stimper University of Cambridge, 2024 | | 2024 |
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 | | |