Search results - ORA - Oxford University Research Archive

1

Conference item

Conditionally Gaussian PAC-Bayes

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

2

Conference item

Riemannian score-based generative modelling

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

3

Conference item

Generative models as distributions of functions

Dupont, E, Teh, YW, Doucet, A
2022-05-03

4

Conference item

Improving lossless compression rates via Monte Carlo bits-back coding

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

5

Conference item

Diffusion Schrödinger bridge with applications to score-based generative modeling

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

6

Conference item

Monte Carlo variational auto-encoders

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

7

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

8

Conference item

Online variational filtering and parameter learning

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

9

Conference item

On PAC-Bayesian reconstruction guarantees for VAEs

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

10

Journal article

COIN++: neural compression across modalities

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

11

Conference item

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

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

12

Conference item

Continual repeated annealed flow transport Monte Carlo

Matthews, AGDG, Arbel, M, Rezende, DJ, et al.
2022-06-22

13

Conference item

Score-based diffusion meets annealed importance sampling

Doucet, A, Grathwohl, G, Matthews, AGDG, et al.
2022

14

Conference item

A continuous time framework for discrete denoising models

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

15

Journal article

Non-reversible parallel tempering: a scalable highly parallel MCMC scheme

Syed, S, Bouchard-Cote, A, Deligiannidis, G, et al.
2021-12-03

16

Journal article

Maturation of the human immunoglobulin heavy chain repertoire with age

Ghraichy, M, Galson, JD, Kovaltsuk, A, et al.
2020-08-06

17

Journal article

A computational method for immune repertoire mining that identifies novel binders from different clonotypes, demonstrated by identifying anti-pertussis toxoid antibodies.

Richardson, E, Galson, JD, Kellam, P, et al.
2021-01-11

18

Journal article

Randomized Hamiltonian Monte Carlo as scaling limit of the bouncy particle sampler and dimension-free convergence rates

Deligiannidis, G, Paulin, D, Bouchard-Côté, A, et al.
2021-12-07

19

Journal article

Limit theorems for sequential MCMC methods

Finke, A, Doucet, A, Johansen, AM
2020-07-15

20

Conference item

Fast computation of Wasserstein barycenters

Cuturi, M, Doucet, A
2014-06-21

21

Conference item

On the impact of the activation function on deep neural networks training

Hayou, S, Doucet, A, Rousseau, J
2019-06-12

22

Journal article

Analyticity of entropy rates of continuous-state hidden Markov models

Tadic, V, Doucet, A
2019-08-16

23

Conference item

Scalable Metropolis-Hastings for exact Bayesian inference with large datasets

Cornish, R, Vanetti, P, Bouchard-Côté, A, et al.
2019-06-13

24

Journal article

Piecewise deterministic Markov processes for scalable Monte Carlo on restricted domains

Bierkens, J, Bouchard-Côté, A, Doucet, A, et al.
2018-03-02

25

Conference item

Bernoulli race particle filters

Schmon, S, Deligiannidis, G, Doucet, A
2019-04-11

26

Conference item

Unbiased smoothing using Particle Independent Metropolis-Hastings

Middleton, L, Deligiannidis, G, Doucet, A, et al.
2019-04-11

27

Conference item

Clone MCMC: Parallel high-dimensional Gaussian gibbs sampling

Bǎrbos, A, Caron, F, Giovannelli, J, et al.
2018-06-01

28

Journal article

Exponential ergodicity of the bouncy particle sampler

Deligiannidis, G, Bouchard-Cote, A, Doucet, A
2019-02-13

29

Journal article

The correlated pseudomarginal method

Deligiannidis, G, Doucet, A, Pitt, M
2018-07-29

30

Journal article

On uncertainty quantification in hydrogeology and hydrogeophysics

Linde, N, Ginsbourger, D, Irving, J, et al.
2017-10-16

31

Conference item

Filtering variational objectives

Maddison, C, Lawson, D, Tucker, G, et al.
2017-12-07

32

Journal article

On Markov chain Monte Carlo Methods for Tall Data

Bardenet, R, Doucet, A, Holmes, C
2017-05-01

33

Thesis

The estimation of recombination rates from population genetic data

Auton, A
2007

34

Thesis

Imputation aided analysis of the association between autoimmune diseases and the MHC

Moutsianas, L
2011

35

Thesis

Computational studies of protein helix kinks

Wilman, H, Henry Wilman
2014