4 citations · 4 across the 3 of their papers we have counts for
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stat.ML2018
Practical Bayesian Learning of Neural Networks via Adaptive Optimisation Methods
Samuel Kessler, Arnold Salas, Vincent W. C. Tan +2
We introduce a novel framework for the estimation of the posterior distribution over the weights of a neural network, based on a new probabilistic interpretation of adaptive optimi…
stat.ML2015★ 4 cited
A Variational Bayesian State-Space Approach to Online Passive-Aggressive Regression
Arnold Salas, Stephen J. Roberts, Michael A. Osborne
Online Passive-Aggressive (PA) learning is a class of online margin-based algorithms suitable for a wide range of real-time prediction tasks, including classification and regressio…