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Statistical Laboratory

Publications

Recurrent Variational Autoencoders for Learning Nonlinear Generative Models in the Presence of Outliers
Y Wang, B Dai, G Hua, JAD Aston, D Wipf
– IEEE Journal of Selected Topics in Signal Processing
(2018)
12,
1615
The statistical analysis of acoustic phonetic data: exploring differences between spoken Romance languages
JAD Aston, D Pigoli, P Hadjipantelis, J Coleman
– Journal of the Royal Statistical Society: Series C (Applied Statistics)
(2018)
67,
1103
Connections with robust PCA and the role of emergent sparsity in variational autoencoder models
B Dai, Y Wang, J Aston, G Hua, D Wipf
– Journal of Machine Learning Research
(2018)
19,
1
Inference on covariance operators via concentration inequalities: K-sample tests, classification, and clustering via rademacher complexities
AB Kashlak, JAD Aston, R Nickl
– Sankhya: The Indian Journal of Statistics
(2018)
81,
214
Tests for separability in nonparametric covariance operators of random surfaces
JAD Aston, D Pigoli, S Tavakoli
– Annals of Statistics
(2017)
45,
1431
Minimax optimal procedures for testing the structure of multidimensional functions
J Aston, F Autin, G Claeskens, J-M Freyermuth, C Pouet
– Applied and Computational Harmonic Analysis
(2017)
46,
288
Divide-and-Conquer With Sequential Monte Carlo
F Lindsten, AM Johansen, CA Naesseth, B Kirkpatrick, TB Schön, JAD Aston, A Bouchard-Côté
– Journal of Computational and Graphical Statistics
(2017)
26,
445
A ticklish problem
MA Tirlea, S Tavakoli, D Pigoli, JAD Aston
– Significance
(2017)
14,
30
Global and regional amyloid-beta effects on default model network drive progression to AD dementia
TA Pascoal, S Mathotaarachchi, MS Kang, M Shin, AY Park, M Parent, KP Ng, J-P Soucy, JAD Aston, C Cuello, S Gauthier, P Rosa-Neto
– JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM
(2017)
37,
157
Gaussian tree constraints applied to acoustic linguistic functional data
N Shiers, JAD Aston, JQ Smith, JS Coleman
– Journal of Multivariate Analysis
(2017)
154,
199
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Frontpage talks

Cambridge Statistics Clinic

Cambridge Statistics Clinic

20
Oct
17:00 - 18:00:
Peter Whittle Lecture

27
Oct
17:00 - 18:00: Title to be confirmed
Peter Whittle Lecture

Research Group

Statistical Laboratory

Room

D1.03

Telephone

01223 766535