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All publications by Mark Herbster
authors venues years



Online Prediction at the Limit of Zero Temperature
Mark Herbster, Stephen Pasteris and Shaona Ghosh
Advances in Neural Information Processing Systems 28, 2015


Online Sum-Product Computation Over Trees
Mark Herbster, Stephen Pasteris and Fabio Vitale
Advances in Neural Information Processing Systems 25, 2012


Online Prediction on Large Diameter Graphs
Mark Herbster, Guy Lever and Massimiliano Pontil
Advances in Neural Information Processing Systems 21, 2008


Fast Prediction on a Tree
Mark Herbster, Massimiliano Pontil and Sergio R. Galeano
Advances in Neural Information Processing Systems 21, 2008


Prediction on a Graph with a Perceptron
Mark Herbster and Massimiliano Pontil
Advances in Neural Information Processing Systems 19, 2006


Online learning over graphs
Mark Herbster, Massimiliano Pontil and Lisa Wainer
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Combining Graph Laplacians for Semi--Supervised Learning
Andreas Argyriou, Mark Herbster and Massimiliano Pontil
Advances in Neural Information Processing Systems 18, 2005


Tracking the Best Linear Predictor
Mark Herbster and Manfred K. Warmuth
Journal of Machine Learning Research, 2001