Search results - ORA - Oxford University Research Archive

1

Journal article

Estimating the correlation in network disturbance models

Barbour, AD, Reinert, G
2021-09-18

2

Thesis

Construction of gene coexpression networks and transcriptomic analysis for Rhizobium leguminosarum

Pardo Díaz, J
2022

3

Conference item

Conditionally Gaussian PAC-Bayes

Clerico, E, Deligiannidis, G, Doucet, A
2022-05-03

4

Conference item

Riemannian score-based generative modelling

De Bortoli, V, Mathieu, E, Hutchinson, M, et al.
2022

5

Conference item

Improving lossless compression rates via Monte Carlo bits-back coding

Ruan, Y, Ullrich, K, Severo, D, et al.
2021-07-01

6

Conference item

Diffusion Schrödinger bridge with applications to score-based generative modeling

De Bortoli, V, Thornton, J, Heng, J, et al.
2022-05-31

7

Conference item

Monte Carlo variational auto-encoders

Thin, A, Kotelevskii, N, Durmus, A, et al.
2021-07-01

8

Conference item

NEO: non equilibrium sampling on the orbits of a deterministic transform

Thin, A, Janati, Y, Le Corff, S, et al.
2022-05-31

9

Conference item

Online variational filtering and parameter learning

Campbell, A, Shi, Y, Rainforth, T, et al.
2022-05-31

10

Conference item

On PAC-Bayesian reconstruction guarantees for VAEs

Cherief-Abdellatif, B-E, Shi, Y, Doucet, A, et al.
2022-09-18

11

Journal article

COIN++: neural compression across modalities

Dupont, E, Loya, H, Alizadeh, M, et al.
2022-12-07

12

Conference item

A multi-resolution framework for U-nets with applications to hierarchical VAEs

Falck, F, Williams, C, Danks, D, et al.
2022

13

Conference item

A continuous time framework for discrete denoising models

Campbell, A, Benton, J, De Bortoli, V, et al.
2022

14

Thesis

Robustness, structure and hierarchy in deep generative models

Willetts, MJF
2021

15

Thesis

Deep learning algorithms for predicting association between antibody sequence, structure, and antibody properties

Schneider, CC
2021

16

Thesis

Power-law phenomena in Bayesian nonparametrics

Panero, F
2022

17

Thesis

Advances in statistical methods for large-scale binary-valued neuroimaging data

Kindalova, P
2021

18

Thesis

Dynamics and control of infectious disease epidemics: compartmental modelling of variations in infectiousness and symptoms during infection

Hart, W
2022

19

Journal article

Stein’s method meets computational statistics: a review of some recent developments

Anastasiou, A, Barp, A, Briol, F-X, et al.
2022-10-28

20

Journal article

Bounds for the chi-square approximation of Friedman's statistic by Stein's method

Gaunt, R, Reinert, G
2022

21

Thesis

Natural selection in spatially distributed populations

Chetwynd-Diggle, JA
2019

22

Thesis

Protein folding and structure prediction: biological and physical perspectives

Chonofsky, MA
2020

23

Thesis

Protein sequence information encodes more than the global minimum structure

Co-evolution analysis for allosteric network prediction
Schwarz, D
2021

24

Thesis

Geometry and representation learning in deep generative models

Mathieu, E
2021

25

Thesis

Towards robust neural networks: evaluation and construction

Lu, J
2021

26

Thesis

Risk bounds for improper prediction procedures

Vaskevicius, T
2021

27

Thesis

Monte Carlo algorithsm for Bayesian inference

Pompe, E
2021

28

Thesis

Variational, Monte Carlo and policy-based approaches to Bayesian experimental design

Foster, AE
2021

29

Journal article

AI in 3D compound design

Hadfield, TE, Deane, CM
2022-01-31

30

Journal article

Efficient MCMC sampling with dimension-free convergence rate using ADMM-type splitting

Vono, M, Paulin, D, Doucet, A
2022-02-01

31

Journal article

Ranking of communities in multiplex spatiotemporal models of brain dynamics

Wilsenach, J, Warnaby, CE, Deane, C, et al.
2022-03-14

32

Thesis

Bayesian nonparametric methods and applications in statistical network modelling

Miscouridou, X
2019

33

Thesis

Bayesian nonparametric methods for non-exchangeable random structures

Di Benedetto, G
2020

34

Thesis

Leveraging genomic annotations to uncover latent components in gene expression data

Gill, CC
2021

35

Thesis

Multi-agent learning

Richards, D
2021

36

Thesis

Wide deep neural networks

Hayou, S
2021

37

Thesis

The critical mean-field random cluster model

Homer, A
2020

38

Conference item

Differentiable particle filtering via entropy-regularized optimal transport

Corenflos, A, Thornton, J, Deligiannidis, G, et al.
2021-07-01

39

Conference item

Stability of optimal filter higher-order derivatives

Tadić, VZB, Doucet, A
2020-03-12

40

Thesis

On Monte Carlo methods for intractable latent variable models

Schmon, S
2020

41

Thesis

Deep learning approaches for pre-clinical drug discovery

Imrie, FM
2021

42

Thesis

Up-down ordered Chinese Restaurant Processes: representations and asymptotics

Rogers, DJ
2020

43

Conference item

On the fairness of disentangled representations

Locatello, F, Abbati, G, Rainforth, T, et al.
2019-12-09

44

Thesis

Two studies on branching processes

Stasiński, R
2020

45

Thesis

Structure-based ligand discovery: elaborating fragment hits in silico

Leung, SH
2019

46

Thesis

Statistical Inference in fMRI using Random Field Theory and resampling methods

Davenport, S
2021

47

Journal article

Functional module detection through integration of single-cell RNA sequencing data with protein–protein interaction networks

Klimm, F, Toledo, EM, Monfeuga, T, et al.
2020-11-02

48

Journal article

Exploring peptide/MHC detachment processes using hierarchical natural move Monte Carlo

Knapp, B, Demharter, S, Deane, CM, et al.
2015-09-22

49

Thesis

Structure-aware tools for the development of therapeutic antibodies from natural immunoglobulins

Raybould, MIJ
2020

50

Thesis

In silico characterisation of antigen receptor binding site structures

Wong, WK
2020