Publications
Preprints
Exploring Exploration in Bayesian Optimization [arxiv]
L. Papenmeier†, N. Cheng†, S. Becker, L. NardiA Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization [arxiv]
N. Cheng†, L. Papenmeier†, S. Becker, L. NardiFast algorithms for monotone lower subsets of kronecker least squares problems [arxiv]
O. A. Malik†, Y. Xu†, N. Cheng†, S. Becker, A. Doostan, and A. Narayan
Journals
Subsampling of parametric models with bi-fidelity boosting [DOI]
N. Cheng†, O. A. Malik†, Y. Xu†, S. Becker, A. Doostan, and A. Narayan
SIAM/ASA Journal on Uncertainty QuantificationBi-fidelity variational auto-encoder for uncertainty quantification [DOI]
N. Cheng, O. A. Malik, S. De, S. Becker, A. Doostan
Computer Methods in Applied Mechanics and EngineeringMachine learning application identifies novel gene signatures from transcriptomic data of spontaneous canine hemangiosarcoma [DOI]
N. Cheng, A. J. Schulte, F. Santosa, and J. H. Kim.
Briefings in Bioinformatics