no code implementations • 4 Aug 2020 • Charlie Dickens, Eric Meissner, Pablo G. Moreno, Tom Diethe
Anomaly detection at scale is an extremely challenging problem of great practicality.
no code implementations • ICLR 2021 • Francesco Tonolini, Pablo G. Moreno, Andreas Damianou, Roderick Murray-Smith
We propose a new probabilistic method for unsupervised recovery of corrupted data.
2 code implementations • ICLR 2020 • Shell Xu Hu, Pablo G. Moreno, Yang Xiao, Xi Shen, Guillaume Obozinski, Neil D. Lawrence, Andreas Damianou
The evidence lower bound of the marginal log-likelihood of empirical Bayes decomposes as a sum of local KL divergences between the variational posterior and the true posterior on the query set of each task.
Ranked #11 on Few-Shot Image Classification on CIFAR-FS 5-way (1-shot)
4 code implementations • ICLR 2019 • Sebastian Flennerhag, Pablo G. Moreno, Neil D. Lawrence, Andreas Damianou
Approaches that transfer information contained only in the final parameters of a source model will therefore struggle.
no code implementations • 18 Jul 2014 • Pablo G. Moreno, Yee Whye Teh, Fernando Perez-Cruz, Antonio Artés-Rodríguez
Crowdsourcing has been proven to be an effective and efficient tool to annotate large datasets.