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1

Thesis

Assumption violations in instrumental variables regression: weak instruments in subvector testing under heteroskedasticity and assessing the exclusion restriction

Esenther, A
2022

2

Thesis

Construction of gene coexpression networks and transcriptomic analysis for Rhizobium leguminosarum

Pardo Díaz, J
2022

3

Thesis

Neural networks as data

Dupont, E
2022

4

Thesis

Large scale methods for kernels, causal inference and survival modelling

Hu, R
2022

5

Thesis

Probability models of population structure and gene flow

Smith, ASA
2021

6

Thesis

The effect of domain geometry and long-range dispersal on the motion of hybrid zones

Letter Restuccia, IP
2022

7

Thesis

Algebraic properties of linear structural equation models

Yao, B
2022

8

Thesis

Robustness, structure and hierarchy in deep generative models

Willetts, MJF
2021

9

Thesis

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

Schneider, CC
2021

10

Thesis

Power-law phenomena in Bayesian nonparametrics

Panero, F
2022

11

Thesis

Nonparametric independence testing and regression for time-to-event data

Rindt, D
2021

12

Thesis

Computational network models for molecular, neuronal and brain data in the presence of long range dependence

Wilsenach, J
2021

13

Thesis

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

Kindalova, P
2021

14

Thesis

Intervention evaluation and structural identifiability in compartmental models of infectious disease transmission

Dankwa, E
2022

15

Thesis

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

Hart, W
2022

16

Thesis

Limiting behaviour of combinatorial Markov chains

Down-up chains on multifurcating trees
Soerensen, F
2021

17

Thesis

Natural selection in spatially distributed populations

Chetwynd-Diggle, JA
2019

18

Thesis

Protein folding and structure prediction: biological and physical perspectives

Chonofsky, MA
2020

19

Thesis

Protein sequence information encodes more than the global minimum structure

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

20

Thesis

Geometry and representation learning in deep generative models

Mathieu, E
2021

21

Thesis

The predictive view of Bayesian inference

Fong, CHE
2021

22

Thesis

Interpretable causal systems: interpretability and causality in machine learning for human and nonhuman decision-making

Graham, L
2020

23

Thesis

Towards robust neural networks: evaluation and construction

Lu, J
2021

24

Thesis

Risk bounds for improper prediction procedures

Vaskevicius, T
2021

25

Thesis

Using antibody next generation sequencing data to aid antibody engineering

Kovaltsuk, A
2020

26

Thesis

On the properties of random feature methods

Li, Z
2020

27

Thesis

Monte Carlo algorithsm for Bayesian inference

Pompe, E
2021

28

Thesis

Mirror descent for high-dimensional statistical models

Wu, F
2021

29

Thesis

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

Foster, AE
2021

30

Thesis

Inferring dated genealogies from modern and ancient genomes

Wohns, AWL
2021

31

Thesis

Scalable inference in state-space models

Middleton, L
2019

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

The relationship between occupation characteristics and mortality in England and Wales, 2003–2017

McDonald, C
2021

36

Thesis

Multi-agent learning

Richards, D
2021

37

Thesis

Multi-omics analysis of adipogenesis

Arroyo, V
2021

38

Thesis

Communities and homology in protein-protein interactions

Lewis, A
2012

39

Thesis

Wide deep neural networks

Hayou, S
2021

40

Thesis

The critical mean-field random cluster model

Homer, A
2020

41

Thesis

On Monte Carlo methods for intractable latent variable models

Schmon, S
2020

42

Thesis

Contributions to Bayesian Nonparametric methods with applications

Ayed, MF
2020

43

Thesis

Deep learning approaches for pre-clinical drug discovery

Imrie, FM
2021

44

Thesis

Up-down ordered Chinese Restaurant Processes: representations and asymptotics

Rogers, DJ
2020

45

Thesis

Two studies on branching processes

Stasiński, R
2020

46

Thesis

Structure-based ligand discovery: elaborating fragment hits in silico

Leung, SH
2019

47

Thesis

Statistical Inference in fMRI using Random Field Theory and resampling methods

Davenport, S
2021

48

Thesis

Analysis and prediction of selectivity in biological and chemical space

Nierobisch, A
2020

49

Thesis

Understanding small molecule conformations using statistical machine learning

Chan, LS
2020

50

Thesis

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

Raybould, MIJ
2020

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