Patrick Forré
Patrick Forré
Assistant Professor Machine Learning, AI4Science Lab Manager, University of Amsterdam
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Explorations in Homeomorphic Variational Auto-Encoding
L Falorsi, P de Haan, TR Davidson, N De Cao, M Weiler, P Forré, ...
ICML 2018 Workshop: Theoretical Foundations and Applications of Deep …, 2018
Sinkhorn AutoEncoders
G Patrini, R Berg, P Forré, M Carioni, S Bhargav, M Welling, T Genewein, ...
UAI 2019, 2019
Reparameterizing Distributions on Lie Groups
L Falorsi, P de Haan, TR Davidson, P Forré
AISTATS 2019; PMLR 89:3244-3253, 2019, 2019
Constraint-based Causal Discovery for Non-Linear Structural Causal Models with Cycles and Latent Confounders
P Forré, JM Mooij
UAI 2018, 2018
Markov Properties for Graphical Models with Cycles and Latent Variables
P Forré, JM Mooij
arXiv preprint arXiv:1710.08775, 2017
Learning Robust Representations via Multi-View Information Bottleneck
M Federici, A Dutta, P Forré, N Kushman, Z Akata
ICLR 2020, 2020
Foundations of Structural Causal Models with Cycles and Latent Variables
S Bongers, P Forré, J Peters, JM Mooij
accepted to The Annals of Statistics, 2021, 2021
Strongly free sequences and pro-p-groups of cohomological dimension 2.
P Forré
Journal für die Reine und Angewandte Mathematik 2011 (658), 2011
Causal Calculus in the Presence of Cycles, Latent Confounders and Selection Bias
P Forré, JM Mooij
UAI 2019; PMLR 115:71-80, 2020, 2019
Selecting Data Augmentation for Simulating Interventions
M Ilse, JM Tomczak, P Forré
ICML 2021, 2021
Neural Ordinary Differential Equations on Manifolds
L Falorsi, P Forré
ICML 2020 Workshop INNF+: Invertible Neural Networks, Normalizing Flows, and …, 2020
Argmax flows and multinomial diffusion: Towards non-autoregressive language models
E Hoogeboom, D Nielsen, P Jaini, P Forré, M Welling
arXiv preprint arXiv:2102.05379, 2021
Pruning via Iterative Ranking of Sensitivity Statistics
S Verdenius, M Stol, P Forré
arXiv preprint arXiv:2006.00896, 2020
The kernel of the reciprocity map of varieties over local fields
P Forré
Journal für die reine und angewandte Mathematik (Crelles Journal) 2015 (698 …, 2015
On the kernel of the reciprocity map of varieties over local fields
P Forré
University of Regensburg, Germany, 2011
Improving fair predictions using variational inference in causal models
R Helwegen, C Louizos, P Forré
arXiv preprint arXiv:2008.10880, 2020
The kernel of the reciprocity map of simple normal crossing varieties over finite fields
P Forré
Publications of the Research Institute for Mathematical Sciences 48 (4), 919-936, 2012
Self Normalizing Flows
TA Keller, JWT Peters, P Jaini, E Hoogeboom, P Forré, M Welling
ICML 2021, 2021
Coordinate Independent Convolutional Networks--Isometry and Gauge Equivariant Convolutions on Riemannian Manifolds
M Weiler, P Forré, E Verlinde, M Welling
arXiv preprint arXiv:2106.06020, 2021
Transitional Conditional Independence
P Forré
arXiv preprint arXiv:2104.11547, 2021
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