Items for Quadrianto, Novi

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Number of items: 31.

Article

Bratieres, Sebastien, Quadrianto, Novi and Ghahramani, Zoubin (2015) GPstruct: Bayesian structured prediction using Gaussian processes. IEEE Transactions on Pattern Analysis and Machine Intelligence, 37 (7). pp. 1514-1520. ISSN 0162-8828

Quadrianto, Novi and Ghahramani, Zoubin (2015) A very simple safe-Bayesian random forest. IEEE Transactions on Pattern Analysis and Machine Intelligence, 37 (6). pp. 1297-1303. ISSN 0162-8828

Quadrianto, Novi, Smola, Alex J, Song, Le and Tuytelaars, Tinne (2010) Kernelized sorting. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32 (10). pp. 1809-1821. ISSN 0162-8828

Malcolm, W P, Quadrianto, Novi and Aggoun, Lakhdar (2010) State estimation schemes for independent component coupled hidden Markov models. Stochastic Analysis and Applications, 28 (3). pp. 430-446. ISSN 0736-2994

Quadrianto, Novi, Smola, Alex J, Caetano, Tiberio S and Le, Quoc V (2009) Estimating labels from label proportions. Journal of Machine Learning Research, 10. pp. 2349-2374. ISSN 1532-4435

Book Section

Quadrianto, Novi and Lampert, Christoph H (2013) Kernel-based learning. In: Encyclopedia of systems biology. Springer New York, New York, pp. 1114-1117. ISBN 9781441998620

Quadrianto, Novi, Kersting, Kristian and Xu, Zhao (2010) Gaussian process. In: Encyclopedia of machine learning. Springer, New York; London, pp. 428-439. ISBN 9780387307688

Quadrianto, Novi and Buntine, Wray L (2010) Linear discriminant. In: Encyclopedia of Machine Learning. Springer, New York; London, pp. 601-603. ISBN 9780387307688

Quadrianto, Novi and Buntine, Wray L (2010) Linear regression. In: Encyclopedia of machine learning. Springer, pp. 603-606. ISBN 9780387307688

Quadrianto, Novi and Buntine, Wray L (2010) Regression. In: Encyclopedia of machine learning. Springer, New York; London, pp. 838-842. ISBN 9780387307688

Conference or Workshop Item

Galliani, Pietro, Dezfouli, Amir, Bonilla, Edwin and Quadrianto, Novi (2017) Gray-box inference for structured Gaussian process models. In: Artificial Intelligence and Statistics (AISTATS), Apr 20-22, 2017, Fort Lauderdale, Florida, USA. (Accepted)

Taylor, Joseph, Sharmanska, Viktoriia, Kersting, Kristian, Weir, David and Quadrianto, Novi (2016) Learning using Unselected Features (LUFe). In: International Joint Conference on Artificial Intelligence (IJCAI), 9-15 July 2016, New York.

Chen, Chao and Quadrianto, Novi (2016) Clustering high dimensional categorical data via topographical features. In: International Conference on Machine Learning (ICML), 19 June - 24 June 2016, New York.

Sharmanska, Viktoriia, Hernández-Lobato, Daniel, Hernández-Lobato, Jose Miguel and Quadrianto, Novi (2016) Ambiguity helps: classification with disagreements in crowdsourced annotations. In: IEEE Conference on Computer Vision and Pattern Recognition CVPR, June 26th - July 1st, Las Vegas.

Sharmanska, Viktoriia and Quadrianto, Novi (2016) Learning from the mistakes of others: matching errors in cross dataset learning. In: IEEE Conference on Computer Vision and Pattern Recognition CVPR, June 26th - July 1st, Las Vegas.

Hernández-lobato, Daniel, Sharmanska, Viktoriia, Kersting, Kristian, Lampert, Christoph H. and Quadrianto, Novi (2014) Mind the nuisance: Gaussian process classification using privileged noise. In: Neural Information Processing Systems (NIPS), Monday December 08 - Saturday December 13, 2014, Palais des Congrès de Montréal, Montréal CANADA.

Bratieres, Sebastien, Quadrianto, Novi, Nowozin, Sebastian and Ghahramani, Zoubin (2014) Scalable Gaussian process structured prediction for grid factor graph applications. In: International Conference on Machine Learning (ICML), June 21–June 26, 2014, Beijing.

Sharmanska, Viktoriia, Quadrianto, Novi and Lampert, Christoph H (2013) Learning to rank using privileged information. In: ICCV 2013: International conference on computer vision, 3-6 December 2013, Darling Harbour, Sydney.

Tommasi, Tatiana, Quadrianto, Novi, Caputo, Barbara and Lampert, Christoph H (2013) Beyond dataset bias: multi-task unaligned shared knowledge transfer. In: 11th Asian conference on computer vision (ACCV), 5-9 November, 2012, Daejeon, Korea.

Quadrianto, Novi, Sharmanska, Viktoriia, Knowles, David A and Ghahramani, Zoubin (2013) The supervised IBP: neighbourhood preserving infinite latent feature models. In: Conference on uncertainty in artificial intelligence (UAI), 11-15 July, 2013, Bellevue, Washington, USA.

Sharmanska, Viktoriia, Quadrianto, Novi and Lampert, Christoph H (2012) Augmented attributes representations. In: 12th European conference on computer vision (ECCV), 7-13 October, 2012, Florence, Italy.

Quadrianto, Novi, Chen, Chao and Lampert, Christoph H (2012) The most persistent soft-clique in a set of sampled graphs. In: The 29th international conference on machine learning (ICML 2012), 27 June - 3 July 2012, Edinburgh, Scotland.

Quadrianto, Novi and Lampert, Christoph H (2011) Learning multi-view neighborhood preserving projections. In: The 28th international conference on machine learning (ICML 2011), 28 June - 2 July, 2011, Bellevue, Washington, USA.

Quadrianto, Novi, Smola, Alexander, Caetano, Tiberio, Vishwanathan, S V N and Petterson, James (2011) Multitask learning without label correspondences. In: Advances in Neural Information Processing Systems 23 (NIPS), 6-9 December 2010, Vancouver, British Columbia, Canada..

Leung, Gilbert, Quadrianto, Novi, Smola, Alexander and Tsioutsiouliklis, Kostas (2011) Optimal web-scale tiering as a flow problem. In: Advances in Neural Information Processing Systems 23 (NIPS), 6-9 December 2010, Vancouver, British Columbia, Canada..

Quadrianto, Novi, Kersting, Kristian, Tuytelaars, Tinne and Buntine, Wray L (2010) Beyond 2D-grids: a dependence maximization view on image browsing. In: ACM SIGMM international conference on multimedia information retrieval (MIR), 29-31 March, 2010, Philadelphia, PA.

Quadrianto, Novi, Caetano, Tiberio S, Lim, John and Schuurmans, Dale (2009) Convex relaxation of mixture regression with efficient algorithms. In: Advances in Neural Information Processing Systems 22 (NIPS).

Quadrianto, Novi, Petterson, James and Smola, Alex (2009) Distribution matching for transduction. In: Advances in Neural Information Processing Systems 22 (NIPS).

Quadrianto, Novi, Kersting, Kristian, Reid, Mark D, Caetano, Tiberio S and Buntine, Wray L (2009) Kernel conditional quantile estimation via reduction revisited. In: International Conf. on Data Mining (ICDM).

Asthana, Akshay, Goecke, Roland, Quadrianto, Novi and Gedeon, Tom (2009) Learning based automatic face annotation for arbitrary poses and expressions from frontal images only. In: IEEE Computer Society conference on computer vision and pattern recognition, 20-25 June 2009, Miami Beach, Florida..

Quadrianto, Novi, Cuntai, Guan, Dat, Tran Huy and Xue, Ping (2007) Sub-band common spatial pattern (SBCSP) for brain-computer interface. In: IEEE EMBS Conference on Neural Engineering, 2-5 May, 2007, Kohala Coast, Hawaii, USA.

This list was generated on Wed Mar 29 17:51:33 2017 BST.