Nuojin Cheng

According to our database, Nuojin Cheng authored at least 10 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Fast algorithms for least squares problems with Kronecker lower subsets.

Osman Asif Malik, Yiming Xu, Nuojin Cheng, Stephen Becker, Alireza Doostan, Akil Narayan

J. Sci. Comput., April, 2026

2025

Stochastic Subspace Descent Accelerated via Bi-fidelity Line Search.

Nuojin Cheng, Alireza Doostan, Stephen Becker

Trans. Mach. Learn. Res., 2025

Exploring Exploration in Bayesian Optimization.

Leonard Papenmeier, Nuojin Cheng, Stephen Becker, Luigi Nardi

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

A Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization.

Nuojin Cheng, Leonard Papenmeier, Stephen Becker, Luigi Nardi

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Subsampling of Parametric Models with Bifidelity Boosting.

Nuojin Cheng, Osman Asif Malik, Yiming Xu, Stephen Becker, Alireza Doostan, Akil Narayan

SIAM/ASA J. Uncertain. Quantification, 2024

Variational Entropy Search for Adjusting Expected Improvement.

Nuojin Cheng, Stephen Becker

CoRR, 2024

2023

Bi-fidelity Variational Auto-encoder for Uncertainty Quantification.

Nuojin Cheng, Osman Asif Malik, Stephen Becker, Alireza Doostan

CoRR, 2023

2022

Quadrature Sampling of Parametric Models with Bi-fidelity Boosting.

Nuojin Cheng, Osman Asif Malik, Yiming Xu, Stephen Becker, Alireza Doostan, Akil Narayan

CoRR, 2022

Fast Algorithms for Monotone Lower Subsets of Kronecker Least Squares Problems.

Osman Asif Malik, Yiming Xu, Nuojin Cheng, Stephen Becker, Alireza Doostan, Akil Narayan

CoRR, 2022

2021

Machine learning application identifies novel gene signatures from transcriptomic data of spontaneous canine hemangiosarcoma.

Nuojin Cheng, Ashley J. Schulte, Fadil Santosa, Jong Hyuk Kim

Briefings Bioinform., 2021