58 citations · 136 across the 13 of their papers we have counts for
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stat.ML2017★ 7 cited
Perturbative Black Box Variational Inference
Robert Bamler, Cheng Zhang, Manfred Opper +1
Black box variational inference (BBVI) with reparameterization gradients triggered the exploration of divergence measures other than the Kullback-Leibler (KL) divergence, such as a…
stat.ML2017★ 22 cited
Inverse Ising problem in continuous time: A latent variable approach
Christian Donner, Manfred Opper
We consider the inverse Ising problem, i.e. the inference of network couplings from observed spin trajectories for a model with continuous time Glauber dynamics. By introducing two…