65 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Imperial College LondonGB2 papers
- The University of SydneyAU2 papers
- Airbus (United Kingdom)GB1 paper
- Australian Centre for Robotic VisionAU1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR1 paper
- ETH ZurichCH1 paper
- European Space AgencyFR1 paper
- European Space Astronomy CentreES1 paper
- European Space Operations CentreDE1 paper
- European Space Research and Technology CentreNL1 paper
- Fondazione Bruno KesslerIT1 paper
Showing cs.LGShow all
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cs.LG2016★ 57 cited
Expected Similarity Estimation for Large-Scale Batch and Streaming Anomaly Detection
Markus Schneider, Wolfgang Ertel, Fabio Ramos
We present a novel algorithm for anomaly detection on very large datasets and data streams. The method, named EXPected Similarity Estimation (EXPoSE), is kernel-based and able to e…
cs.LG2014★ 2 cited
Transductive Learning for Multi-Task Copula Processes
Markus Schneider, Fabio Ramos
We tackle the problem of multi-task learning with copula process. Multivariable prediction in spatial and spatial-temporal processes such as natural resource estimation and polluti…