Bianca Dumitrascu

Orcid: 0000-0001-8328-2354

According to our database1, Bianca Dumitrascu authored at least 13 papers between 2018 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2023
Hypergraph factorization for multi-tissue gene expression imputation.
Nat. Mac. Intell., July, 2023

Hypergraph Factorisation Expression Quantitative Trait Loci.
Dataset, May, 2023

Sequential Gaussian Processes for Online Learning of Nonstationary Functions.
IEEE Trans. Signal Process., 2023

Dimensionless machine learning: Imposing exact units equivariance.
J. Mach. Learn. Res., 2023

2022
MarkerMap: nonlinear marker selection for single-cell studies.
CoRR, 2022

2021
Causal network inference from gene transcriptional time-series response to glucocorticoids.
PLoS Comput. Biol., 2021

Approximate Latent Force Model Inference.
CoRR, 2021

2020
Sparse multi-output Gaussian processes for online medical time series prediction.
BMC Medical Informatics Decis. Mak., 2020

Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019
Statistical tests for detecting variance effects in quantitative trait studies.
Bioinform., 2019

End-to-end Training of Deep Probabilistic CCA on Paired Biomedical Observations.
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

netNMF-sc: A Network Regularization Algorithm for Dimensionality Reduction and Imputation of Single-Cell Expression Data.
Proceedings of the Research in Computational Molecular Biology, 2019

2018
PG-TS: Improved Thompson Sampling for Logistic Contextual Bandits.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018


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