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Works (5)

Cause-Effect Deep Information Bottleneck For Incomplete Covariates

Arxiv print
2018 | Conference paper
Source: Self-asserted source
Sonali Parbhoo

Improving counterfactual reasoning with kernelised dynamic mixing models

PLOS ONE
2018-11-12 | Journal article
Contributors: Sonali Parbhoo; Davide Bacciu; Omer Gottesman; Andrew Slavin Ross; Matthieu Komorowski; Aldo Faisal; Isabella Bon; Volker Roth; Finale Doshi-Velez
Source: check_circle
Crossref

Beyond sparsity: Tree regularization of deep models for interpretability

In Proceedings of 32nd AAAI Conference on Artificial Intelligence 2018
2017 | Journal article
Source: Self-asserted source
Sonali Parbhoo

Combining Kernel and Model Based Learning for HIV Therapy Selection

AMIA Summits on Translational Science Proceedings
2017 | Journal article
Source: Self-asserted source
Sonali Parbhoo

Bayesian markov blanket estimation

Artificial Intelligence and Statistics
2016 | Conference paper
Source: Self-asserted source
Sonali Parbhoo