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Career

· Associate Professor of Stochastics, University of Amsterdam2025–
· Assistant Professor, University of Amsterdam

Publications (19)

Explorations in Homeomorphic Variational Auto-Encoding
arXiv.org · 2018
123
cited
Reparameterizing Distributions on Lie Groups
International Conference on Artificial Intelligence and Statistics · 2019
92
cited
Selecting Data Augmentation for Simulating Interventions
International Conference on Machine Learning · 2021
63
cited
Constraint-based Causal Discovery for Non-Linear Structural Causal Models with Cycles and Latent Confounders
Conference on Uncertainty in Artificial Intelligence · 2018
62
cited
Causal Calculus in the Presence of Cycles, Latent Confounders and Selection Bias
Conference on Uncertainty in Artificial Intelligence · 2019
36
cited
Equivariant and Coordinate Independent Convolutional Networks - A Gauge Field Theory of Neural Networks
Equivariant and Coordinate Independent Convolutional Networks · 2024
33
cited
Designing Data Augmentation for Simulating Interventions
arXiv.org · 2020
18
cited
Self Normalizing Flows
International Conference on Machine Learning · 2020
14
cited
Improving Fair Predictions Using Variational Inference In Causal Models
arXiv.org · 2020
6
cited
Clifford Group Equivariant Diffusion Models for 3D Molecular Generation
arXiv.org · 2025
2
cited
J ul 2 01 9 Causal Calculus in the Presence of Cycles , Latent Confounders and Selection Bias
Lightweight super-resolution multimode fiber imaging with regularized linear regression.
Optics Express · 2024
Pruning by leveraging training dynamics
AI Communications · 2021
Sinkhorn AutoEncoders
arXiv.org · 2018
The Perils of Optimizing Learned Reward Functions: Low Training Error Does Not Guarantee Low Regret
International Conference on Machine Learning · 2025
Using simulation-based inference (SBI) for optical imaging
Digital Optical Technologies · 2025
UvA-DARE ( Digital Academic Repository ) Explorations in Homeomorphic Variational Auto-Encoding
2018
UvA-DARE (Digital Academic Repository) Foundations of structural causal models with cycles and latent variables
2021
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Patrick Forré | Researcher Profile | Sotabase | Sotabase