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All publications by Novi Quadrianto
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Scalable Gaussian Process Structured Prediction for Grid Factor Graph Applications
Sebastien Bratieres, Novi Quadrianto, Sebastian Nowozin and Zoubin Ghahramani
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Mind the Nuisance: Gaussian Process Classification using Privileged Noise
Daniel Hernández-lobato, Viktoriia Sharmanska, Kristian Kersting, Christoph H. Lampert and Novi Quadrianto
Advances in Neural Information Processing Systems 27, 2014


The Most Persistent Soft-Clique in a Set of Sampled Graphs
Novi Quadrianto, Chao Chen and Christoph H. Lampert
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Learning Multi-View Neighborhood Preserving Projections
Novi Quadrianto and Christoph H. Lampert
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Multitask Learning without Label Correspondences
Novi Quadrianto, James Petterson, Tibério S. Caetano, Alex J. Smola and S.v.n. Vishwanathan
Advances in Neural Information Processing Systems 23, 2010


Optimal Web-Scale Tiering as a Flow Problem
Gilbert Leung, Novi Quadrianto, Kostas Tsioutsiouliklis and Alex J. Smola
Advances in Neural Information Processing Systems 23, 2010


Estimating Labels from Label Proportions
Novi Quadrianto, Alex J. Smola, Tibério S. Caetano and Quoc V. Le
Journal of Machine Learning Research, 2009


Convex Relaxation of Mixture Regression with Efficient Algorithms
Novi Quadrianto, John Lim, Dale Schuurmans and Tibério S. Caetano
Advances in Neural Information Processing Systems 22, 2009


Distribution Matching for Transduction
Novi Quadrianto, James Petterson and Alex J. Smola
Advances in Neural Information Processing Systems 22, 2009


Estimating labels from label proportions
Novi Quadrianto, Alex J. Smola, Tibério S. Caetano and Quoc V. Le
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Kernelized Sorting
Novi Quadrianto, Le Song and Alex J. Smola
Advances in Neural Information Processing Systems 21, 2008