4 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.LG2023
Universal Online Optimization in Dynamic Environments via Uniclass Prediction
Arnold Salas
Recently, several universal methods have been proposed for online convex optimization which can handle convex, strongly convex and exponentially concave cost functions simultaneous…
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…