Michael E. Tipping - researchr alias

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Viewing Publication 1 - 22 from 22

2021

Understanding forecast reconciliationRoss Hollyman, Fotios Petropoulos, Michael E. Tipping. eor, 294(1):149-160, 2021. [doi]

2005

Variational inference for Student-::::t:::: models: Robust Bayesian interpolation and generalised component analysisMichael E. Tipping, Neil D. Lawrence. ijon, 69(1-3):123-141, 2005. [doi]

2003

2002

Bayesian Image Super-ResolutionMichael E. Tipping, Christopher M. Bishop. nips 2003: 1279-1286 [doi]

2001

Analysis of Sparse Bayesian LearningAnita C. Faul, Michael E. Tipping. nips 2001: 383-389 [doi]

A Variational Approach to Robust RegressionAnita C. Faul, Michael E. Tipping. icann 2001: 95-102 [doi]

Sparse Bayesian Learning and the Relevance Vector MachineMichael E. Tipping. jmlr, 1:211-244, 2001. [doi]

A Kernel Approach for Vector Quantization with Guaranteed Distortion BoundsMichael E. Tipping, Bernhard Schölkopf. aistats 2001: 298-303 [doi]

2000

Variational Relevance Vector MachinesChristopher M. Bishop, Michael E. Tipping. uai 2000: 46-53 [doi]

Sparse Kernel Principal Component AnalysisMichael E. Tipping. nips 2001: 633-639

1999

The Relevance Vector MachineMichael E. Tipping. nips 2000: 652-658 [doi]

Mixtures of Probabilistic Principal Component AnalysersMichael E. Tipping, Christopher M. Bishop. neco, 11(2):443-482, 1999.

1998

A Hierarchical Latent Variable Model for Data VisualizationChristopher M. Bishop, Michael E. Tipping. pami, 20(3):281-293, 1998. [doi]

Probabilistic Visualisation of High-Dimensional Binary DataMichael E. Tipping. nips 1999: 592-598 [doi]

Shadow targets: A novel algorithm for topographic projections by radial basis functionsMichael E. Tipping, David Lowe. ijon, 19(1-3):211-222, 1998. [doi]

1996

NeuroScale: Novel Topographic Feature Extraction using RBF NetworksDavid Lowe, Michael E. Tipping. nips 1997: 543-549 [doi]

Feed-Forward Neural Networks and Topographic Mappings for Exploratory Data AnalysisDavid Lowe, Michael E. Tipping. nca, 4(2):83-95, 1996.

Topographic mappings and feed-forward neural networksMichael E. Tipping. PhD thesis, Aston University, Birmingham, UK, 1996. [doi]

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