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20122026
most citedf-GAN: Training Generative Neural Samplers using Variational Divergence Minimization

623 citations · 738 across the 15 of their papers we have counts for

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Showing 2013 · stat.MLShow all

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stat.ML2013

Factored expectation propagation for input-output FHMM models in systems biology

Botond Cseke, Guido Sanguinetti

We consider the problem of joint modelling of metabolic signals and gene expression in systems biology applications. We propose an approach based on input-output factorial hidden M…

stat.ML2013

Sparse Approximate Inference for Spatio-Temporal Point Process Models

Botond Cseke, Andrew Zammit Mangion, Tom Heskes +1

Spatio-temporal point process models play a central role in the analysis of spatially distributed systems in several disciplines. Yet, scalable inference remains computa- tionally…