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06/01/2023
On the Effectiveness of Hybrid Mutual Information Estimation
Estimating the mutual information from samples from a joint distribution...
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05/18/2023
Clifford Group Equivariant Neural Networks
We introduce Clifford Group Equivariant Neural Networks: a novel approac...
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02/13/2023
Geometric Clifford Algebra Networks
We propose Geometric Clifford Algebra Networks (GCANs) that are based on...
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11/15/2022
Normalizing Flows for Hierarchical Bayesian Analysis: A Gravitational Wave Population Study
We propose parameterizing the population distribution of the gravitation...
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07/28/2021
Self-Supervised Hybrid Inference in State-Space Models
We perform approximate inference in state-space models that allow for no...
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06/20/2019