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| Affiliation: | University of Cambridge |
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| Last login: | 12 Mar 2025, 2:38 p.m. |
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- Residual Permutation Test for High-Dimensional Regression Coefficient Testing
- A Conditional Dependence Measure with Applications to Undirected Graphical Models
- Third and Fourth Cumulants in Independent Component Analysis
- Analysis of complex phenotypes in genomics
- Text Mining in Dynamic Networks of Documents
- General Bayesian updating and model misspecification
- Robust Matrix Completion
- Stein estimation of the intensity of a spatial homogeneous Poisson point process
- A Framework for Elastic Shape Analysis of Objects
- Stable Weights that Balance Covariates for Causal Inference and Estimation with Incomplete Outcome Data
- Resource Allocation for Statistical Estimation
- Title to be confirmed
- Sparse CCA: Statistical and Computational Limits
- Learning Markov Networks for Mixed Big Data: Applications to Cancer Genomics
- Complexity analysis of the Lasso regularization path and an application of sparsity to isoform detection in RNA-seq data
- Spectral thresholding in quantum state estimation for low rank states
- Some ideas in nonparametric estimation
- Algorithmic Approaches to Statistical Estimation under Structural Constraints
- Bayesian nonparametrics with heterogeneous data
- A novel (pre-)metric for causal graphs
- On the use of non-local priors for joint high-dimensional estimation and selection
- Title to be confirmed
- Model Selection in High-Dimensional Misspecified Models
- Title to be confirmed
- Dynamic functional principal components
- Title to be confirmed
- Analysis and Forecasting of Locally Stationary Time Series
- Average derivative projection pursuit regression
- Title to be confirmed
- Ranking from pairwise comparisons using Seriation
- Low rank as a model for quantum and classical estimation problems
- Adaptive posterior contraction
- Flexible multiple testing using closed testing and Simes
- Semivarying Coefficient Models for Capture--recapture Data: Colony Size Estimation for the Little Penguin
- Selection and estimation in sparse, high-dimensional models
- Selection and estimation in sparse, high-dimensional models
- Adaptive Piecewise Polynomial Estimation via Trend Filtering
- Histograms, Graph Limits, and the Asymptotic Behavior of Large Networks
- Information Geometry: From Divergence Functions to Geometric Structures
- It is hard to be strongly faithful
- Limit theorems for nearly unstable Hawkes processes
- Alpha-Stable Poisson-Kingman Processes: Some Applications and Methodologies
- Statistical modelling of networks in disease biology
- Invariant Coordinate Selection revisited: Fisher Symmetry and Symmetric Component Analysis
- High-Dimensional Covariance Structure Estimation
- The Double Sin of the Skew-Normal: Skew-Symmetric Families of Distributions and Fisher Information
- Asymptotics for In-Sample Density Forecasting
- Stein's method, information theory and Bayesian statistics
- Detection of Changepoints in Multiple Channels
- Uniform Ergodicity of the Iterated Conditional SMC and Geometric Ergodicity of Particle Gibbs samplers
- Sharp bounds for compressive learning
- High Dimensional Influence Measure
- Regret-regression for optimal dynamic treatment allocation, without and with missing data
- High-dimensional causal inference
- The use of survey weights in regression modelling
- Statistical Risk Characterization of Penalized Likelihood Procedures: An Information-Theoretic Determination
- Unitary operators, empirical processes and goodness of fit problem in R^d
- Nonparametric estimation under shape constraints
- Matching Quantiles Estimation
- Implementing (Multiple) Monte Carlo Tests
- The Geometry of Needlets Excursion Sets
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