Ioanna Manolopoulou | DeepAI

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Featured Co-authors

Mirco Musolesi
30 publications
Gianluca Baio
24 publications
Anna Heath
14 publications
Gordon Ross
5 publications
Alberto Caron
4 publications
Rosie Prior
3 publications
Mariflor Vega-Carrasco
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Jason O'sullivan
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James Pitkin
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∙ 11/20/2022

Counterfactual Learning with Multioutput Deep Kernels

In this paper, we address the challenge of performing counterfactual inf...

0 Alberto Caron, et al. ∙

∙ 06/21/2022

Interpretable Deep Causal Learning for Moderation Effects

In this extended abstract paper, we address the problem of interpretabil...

5 Alberto Caron, et al. ∙

∙ 11/15/2021

Regional Topics in British Grocery Retail Transactions

Understanding the customer behaviours behind transactional data has high...

0 Mariflor Vega-Carrasco, et al. ∙

∙ 02/12/2021

Sparse Bayesian Causal Forests for Heterogeneous Treatment Effects Estimation

This paper develops a sparsity-inducing version of Bayesian Causal Fores...

0 Alberto Caron, et al. ∙

∙ 09/14/2020

Estimating Individual Treatment Effects using Non-Parametric Regression Models: a Review

Large observational data are increasingly available in disciplines such ...

5 Alberto Caron, et al. ∙

∙ 05/04/2020

Modelling Grocery Retail Topic Distributions: Evaluation, Interpretability and Stability

Understanding the shopping motivations behind market baskets has high co...

0 Mariflor Vega-Carrasco, et al. ∙

∙ 05/15/2018

Dirichlet Process Mixtures of Order Statistics with Applications to Retail Analytics

The rise of "big data" has led to the frequent need to process and store...

0 James Pitkin, et al. ∙

∙ 05/15/2018

Bayesian hierarchical modelling of sparse count processes in retail analytics

The field of retail analytics has been transformed by the availability o...

0 James Pitkin, et al. ∙

∙ 04/25/2018

Estimating the Expected Value of Sample Information across Different Sample Sizes using Moment Matching and Non-Linear Regression

Background: The Expected Value of Sample Information (EVSI) determines t...

0 Anna Heath, et al. ∙

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