most citedLow-Rank Temporal Attention-Augmented Bilinear Network for financial time-series forecasting

5 citations · 8 across the 7 of their papers we have counts for

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stat.ML2022★ 1 cited

Manifold Gaussian Variational Bayes on the Precision Matrix

Martin Magris, Mostafa Shabani, Alexandros Iosifidis

We propose an optimization algorithm for Variational Inference (VI) in complex models. Our approach relies on natural gradient updates where the variational space is a Riemann mani…

stat.ML2022★ 2 cited

Quasi Black-Box Variational Inference with Natural Gradients for Bayesian Learning

Martin Magris, Mostafa Shabani, Alexandros Iosifidis

We develop an optimization algorithm suitable for Bayesian learning in complex models. Our approach relies on natural gradient updates within a general black-box framework for effi…