Ioanna Manolopoulou

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 8

Top Topics

Variable Selection

Indirect Effects

Hierarchical Bayesian

Top Venues

J. Comput. Graph. Stat.

Trans. Mach. Learn. Res.

Publications

Alberto Caron, Gianluca Baio, Ioanna Manolopoulou
Interpretable Deep Causal Learning for Moderation Effects. CoRR (2022)
Alberto Caron, Ioanna Manolopoulou, Gianluca Baio
Counterfactual Learning with Multioutput Deep Kernels. Trans. Mach. Learn. Res. 2022 (2022)
Alberto Caron, Gianluca Baio, Ioanna Manolopoulou
Shrinkage Bayesian Causal Forests for Heterogeneous Treatment Effects Estimation. J. Comput. Graph. Stat. 31 (4) (2022)
Alberto Caron, Gianluca Baio, Ioanna Manolopoulou
Counterfactual Learning with Multioutput Deep Kernels. CoRR (2022)
Alberto Caron, Gianluca Baio, Ioanna Manolopoulou
Sparse Bayesian Causal Forests for Heterogeneous Treatment Effects Estimation. CoRR (2021)
Mariflor Vega-Carrasco, Jason O'sullivan, Rosie Prior, Ioanna Manolopoulou, Mirco Musolesi
Modelling Grocery Retail Topic Distributions: Evaluation, Interpretability and Stability. CoRR (2020)
Alberto Caron, Ioanna Manolopoulou, Gianluca Baio
Estimating Individual Treatment Effects using Non-Parametric Regression Models: a Review. CoRR (2020)
Eleftheria Kotti, Ioanna Manolopoulou, Tom Fearn
Hierarchical Bayesian variable selection in the probit model with mixture of nominal and ordinal responses. SSP (2016)
Ioanna Manolopoulou, Thomas B. Kepler, Daniel M. Merl
Mixtures of Gaussian wells: Theory, computation, and application. Comput. Stat. Data Anal. 56 (12) (2012)
Ioanna Manolopoulou, Brent C. Emerson
Phylogeographic Ancestral Inference Using the Coalescent Model on Haplotype Trees. J. Comput. Biol. 19 (6) (2012)