Research output per year
Research output per year
Personal profile
Research interests
For the most up to date information about my research, supervision and teaching see my home page.
- Statistical Inference in high-dimensional dynamic stochastic systems
- Non-linear filtering theory and algorithms
- Interface between convex optimization, probabilistic modelling and sampling methods
- Bayesian modelling, hidden Markov models, state-space models, time series
External positions
Faculty Fellow, The Alan Turing Institute
Research Groups and Themes
- Jean Golding
Keywords
- Data Science
- Statistical Modelling
- Probabilistic Forecasting
- Computational Statistics
- Financial Mathematics
- Stochastic Processes
- Monte Carlo Algorithms
- Optimization
- Machine Learning
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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The infinite Viterbi alignment and decay-convexity
Whiteley, N., Jones, M. W. & Domanski, A. P. F., 1 Feb 2024, In: Bernoulli. 30, 1, p. 252-277 26 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
File20 Downloads (Pure) -
Consistent and fast inference in compartmental models of epidemics using Poisson Approximate Likelihoods
Whitehouse, M., Whiteley, N. & Rimella, L., 1 Sept 2023, In: Journal of the Royal Statistical Society: Series B. 85, 4, p. 1173-1203Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access5 Citations (Scopus)1 Downloads (Pure) -
Hierarchical clustering with dot products recovers hidden tree structure
Gray, A., Modell, A., Rubin-Delanchy, P. & Whiteley, N., 21 Sept 2023.Research output: Contribution to conference › Conference Paper › peer-review
Open Access
Projects
- 2 Finished
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High-performance algorithms for Dynamic Bayesian Networks
Whiteley, N. (Principal Investigator), Heine, K. (Co-Investigator) & Murray, L. (Co-Investigator)
19/02/18 → 30/06/18
Project: Research
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Sequential Monte Carlo in Random Environments
Whiteley, N. (Principal Investigator)
5/08/13 → 5/02/15
Project: Research