Bianca Dumitrascu

发表

Sparse multi-output Gaussian processes for online medical time series prediction

Kai Li, Gregory Darnell, Li-Fang Cheng, 2020, BMC Medical Informatics and Decision Making.

Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes pdf

Barbara E. Engelhardt, Michael Zhang, Kai Li, 2020, AISTATS.

Sequential Gaussian Processes for Online Learning of Nonstationary Functions pdf

Barbara E. Engelhardt, Michael Minyi Zhang, Sinead A. Williamson, 2019, ArXiv.

PG-TS: Improved Thompson Sampling for Logistic Contextual Bandits pdf

Barbara E. Engelhardt, Bianca Dumitrascu, Karen Feng, 2018, NeurIPS.

Sparse Multi-Output Gaussian Processes for Medical Time Series Prediction

Kai Li, Bianca Dumitrascu, Corey Chivers, 2017 .

netNMF-sc: leveraging gene–gene interactions for imputation and dimensionality reduction in single-cell expression analysis

Benjamin J. Raphael, Barbara E. Engelhardt, Rebecca Elyanow, 2019, bioRxiv.

End-to-end Training of Deep Probabilistic CCA on Paired Biomedical Observations

Barbara E. Engelhardt, Jordan T. Ash, Gregory W. Gundersen, 2019, UAI.

Statistical tests for detecting variance effects in quantitative trait studies

Barbara E. Engelhardt, Bianca Dumitrascu, Gregory Darnell, 2018, Bioinform..

GT-TS: Experimental design for maximizing cell type discovery in single-cell data

Barbara E. Engelhardt, Bianca Dumitrascu, Karen Feng, 2018, bioRxiv.

Causal network inference from gene transcriptional time-series response to glucocorticoids

Jonathan Lu, Ian C. McDowell, Barbara E. Engelhardt, 2019, bioRxiv.

Optimal marker gene selection for cell type discrimination in single cell analyses

Dustin G. Mixon, Barbara E. Engelhardt, Bianca Dumitrascu, 2019, Nature Communications.

Causal network inference from gene transcriptional time-series response to glucocorticoids

Ian C. McDowell, Barbara E. Engelhardt, Brian Jo, 2021, PLoS Comput. Biol..

Approximate Latent Force Model Inference pdf

Bianca Dumitrascu, Felix L. Opolka, Pietro Li'o, 2021, ArXiv.

netNMF-sc: leveraging gene-gene interactions for imputation and dimensionality reduction in single-cell expression analysis.

Benjamin J Raphael, Benjamin J. Raphael, Rebecca Elyanow, 2020, Genome research.

End-to-end training of deep probabilistic CCA for joint modeling of paired biomedical observations

Bianca Dumitrascu, Gregory Gundersen, 2018 .